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Compare Claude Sonnet 4 and Claude Sonnet 4.6: Same Price, 300K Context Upgrade

Claude Sonnet 4 vs Claude Sonnet 4.6: which should I use?

Move a Claude Sonnet 4 estate to 4.6 only after cumulative contract changes, persisted state, and every production host are inventoried and tested. Use a staged route when an intermediate dependency is unresolved and keep a rollback target. Verified 2026-09-02; opaque state and host gaps remain Unavailable.

Verified 2026-09-02

Which tasks fit Claude Sonnet 4 and Claude Sonnet 4.6?

Best-fit task signals from the published model strengths; this is not a substitute for a controlled benchmark.

FactClaude Sonnet 4Claude Sonnet 4.6
Best fitLegacy 2025 Sonnet workflows superseded by Sonnet 4.6.Enterprise workloads that need Opus-adjacent quality at Sonnet pricing.
Reasoning modeUnavailableAvailable

What does a Coding Agent workload cost with Claude Sonnet 4 and Claude Sonnet 4.6?

Modeled for Coding Agent: 20,000 input + 2,000 output tokens per task, 1 turn. This is a workload model, not a provider quote.

FactClaude Sonnet 4Claude Sonnet 4.6
Coding Agent / task$0.09 (modeled)$0.09 (modeled)
Input / output rate$3.00 / $15.00 per M$3.00 / $15.00 per M

How fast are Claude Sonnet 4 and Claude Sonnet 4.6?

Only non-estimated benchmark results are shown as measured.

FactClaude Sonnet 4Claude Sonnet 4.6
Measured throughputUnavailable76 tokens/s
Time to first tokenUnavailable360 ms

How compatible are Claude Sonnet 4 and Claude Sonnet 4.6 with APIs?

Provider-level wire-format and SDK facts; model-specific parameter differences may still apply.

FactClaude Sonnet 4Claude Sonnet 4.6
OpenAI SDKNot drop-inNot drop-in
Request shapeMessages API — system prompt is a top-level field, not a message role, and max_tokens is required on every call.Messages API — system prompt is a top-level field, not a message role, and max_tokens is required on every call.
StreamingSSE (Anthropic content-block events)SSE (Anthropic content-block events)

What are the privacy and retention policies for Claude Sonnet 4 and Claude Sonnet 4.6?

Provider policy and residency facts from the verified provider registry. A missing retention policy is not treated as a guarantee.

FactClaude Sonnet 4Claude Sonnet 4.6
Provider says API data trains modelsNoNo
Published retention periodUnavailableUnavailable
Data residencyUnavailableUnavailable

How much effort does it take to migrate between Claude Sonnet 4 and Claude Sonnet 4.6?

Direction is from each displayed model to the other. Effort is derived from provider compatibility and published parameter maps.

FactClaude Sonnet 4Claude Sonnet 4.6
Move Claude Sonnet 4 → Claude Sonnet 4.6drop-in; 0 breaking parameter differencesTarget: Claude Sonnet 4.6
Move Claude Sonnet 4.6 → Claude Sonnet 4Source: Claude Sonnet 4.6drop-in; 0 breaking parameter differences
WhySame provider; only the model identifier changes.Same provider; only the model identifier changes.

Batch 54 · exact pair cutover and operating-tier contributions. Surface verification: 2026-09-02. These exactly three boards are server-rendered from frozen scenario fixtures; assumptions and unavailable joins are not observations.

Exact pair boundary: Anthropic; two-generation estate; direct and staged 4→4.5→4.6 hops must be traceable. Requested models are claude-sonnet-4 and claude-sonnet-4-6. Provider, rate, pricing, and task pages remain fact owners.

Two-generation cumulative contract ledger

Frozen Batch 54 scenario board. Formula / deterministic rule: direct_jump = every 4→4.6 semantic mapped ∧ intermediate dependencies traceable; unresolved hop => staged or blocked Boundary: Exact Sonnet 4 estate to 4.6 readiness; Route 3 owns the adjacent 4.5 patch and lifecycle pages own dates.

Frozen scenario / field IDPair, host, surface, and evidence fieldsResultState
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r1
text chat
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; versions=4→4.6; intermediate=4.5 trace required; prompt/config hash=estate-contract-001; response fields=required; direct/staged adapter=required; evidence=2026-09-02Unavailable — intermediate response mapping is not fully traceableBLOCKED — hop evidence
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r2
image analysis
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; versions=4→4.6; artifact=img-estate-002; image artifact hash=img-estate-002; media fields=required; preprocessing=none/declared; evidence=2026-09-02Unavailable — cumulative media contract is not joinedUNAVAILABLE — media hop
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r3
extended reasoning
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; versions=4→4.6; thinking=extended; config hash=estate-contract-003; reasoning usage=required; intermediate control change=required; evidence=2026-09-02Unavailable — intermediate reasoning-control evidence is absentUNAVAILABLE — reasoning hop
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r4
strict JSON
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; versions=4→4.6; schema=strict-004; schema/parser hashes=required; refusal/error fields=required; result hash=missing; evidence=2026-09-02Unavailable — cumulative parser behavior is untestedUNAVAILABLE — schema hop
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r5
parallel tools
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; versions=4→4.6; tools=parallel-005; call/result IDs and order=required; side_effect=read-only; adapter=required; evidence=2026-09-02Unavailable — tool ordering across the intermediate hop is unknownBLOCKED — tool dependency
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r6
computer use
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; versions=4→4.6; preview state=dated; screenshot/action hashes=required; host/version=exact; human approval=required; evidence=2026-09-02Require a staged, human-approved probe; do not infer direct-jump support.BLOCKED — human gate

First-party provenance: Anthropic Messages API; verification date 2026-09-02. Missing or conflicting joins fail closed.

Persisted-state portability receipt

Frozen Batch 54 scenario board. Formula / deterministic rule: portable = artifact hash + originating ID/host + tokenizer/schema/tool assumptions + target validation; opaque state => invalidate/transform Boundary: Persisted state is not version-neutral; this board does not claim compatibility for unjoined caches, prompts, or tool state.

Frozen scenario / field IDPair, host, surface, and evidence fieldsResultState
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r1
stored conversation
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; state=conversation-001; origin=Sonnet 4; state hash=conversation-001; origin host/ID=required; target validation=required; replay=required; evidence=2026-09-02Unavailable — target replay validation is absentUNAVAILABLE — conversation state
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r2
cached prefix
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; state=cache-002; origin=Sonnet 4; cache hash=cache-002; tokenizer/config hashes=required; namespace=versioned; invalidation=required; evidence=2026-09-02Invalidate or re-key unless exact tokenizer and cache semantics validate.CONDITIONAL — cache re-key
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r3
saved system prompt
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; state=prompt-003; origin=Sonnet 4; prompt hash=prompt-003; instruction layers=required; target result hash=missing; evidence=2026-09-02Unavailable — target behavior has not been comparedUNAVAILABLE — prompt replay
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r4
serialized tool result
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; state=tool-result-004; schema=versioned; artifact/schema hash=tool-result-004; tool ID lineage=required; parser version=required; evidence=2026-09-02Unavailable — tool-result schema portability is not joinedUNAVAILABLE — tool artifact
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r5
pending tool call
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; state=pending-005; origin=Sonnet 4; call ID/arguments hash=required; idempotency=required; side_effect=unknown; target parser=required; evidence=2026-09-02Do not execute a pending call until arguments, schema, and side-effect state validate.BLOCKED — pending effect
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r6
replayed batch
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; state=batch-006; origin=Sonnet 4; batch/job/result hashes=required; ordering=required; target validation=required; replay policy=declared; evidence=2026-09-02Unavailable — batch result identity and ordering are not validatedUNAVAILABLE — batch replay

First-party provenance: Anthropic Messages API; verification date 2026-09-02. Missing or conflicting joins fail closed.

Retirement-readiness estate board

Frozen Batch 54 scenario board. Formula / deterministic rule: ready = inventory + lifecycle evidence + 4.6 canary + rollback availability; no fallback + unresolved dependency => blocked Boundary: This is an exact estate readiness board, not the retirement chronology owner or a provider-wide availability claim.

Frozen scenario / field IDPair, host, surface, and evidence fieldsResultState
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r1
active direct calls
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; inventory=estate-001; traffic share=required; lifecycle evidence=dated; 4.6 canary coverage=required; rollback=required; evidence=2026-09-02Unavailable — traffic inventory and canary coverage are missingHOLD — inventory gap
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r2
Bedrock deployment
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=bedrock-runtime.{region}.amazonaws.com / bedrock-runtime.{region}.amazonaws.com; Bedrock Messages / Bedrock Messages; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; inventory=estate-002; region=required; deployment/profile IDs=required; region=required; lifecycle=dated; rollback artifact=required; evidence=2026-09-02Unavailable — region-qualified target and rollback are not joinedBLOCKED — Bedrock dependency
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r3
Vertex deployment
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=aiplatform.googleapis.com / aiplatform.googleapis.com; Vertex Messages / Vertex Messages; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; inventory=estate-003; region=required; endpoint IDs=required; region=required; target contract=required; canary=missing; evidence=2026-09-02Unavailable — Vertex target canary coverage is absentBLOCKED — Vertex dependency
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r4
gateway alias
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=shared gateway / shared gateway; gateway / gateway; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; inventory=estate-004; alias=latest; requested alias=latest; effective ID=unknown; host/region=unknown; pin action=required; evidence=2026-09-02Replace the floating alias with an exact, auditable ID before migration.BLOCKED — alias identity
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r5
offline replay
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; inventory=estate-005; prompt/artifact/result hashes=required; target replay=required; judge denominator=required; evidence=2026-09-02Unavailable — offline replay evidence is not availableHOLD — replay gap
batch54-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r6
no-fallback service
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider/host/surface=api.anthropic.com / api.anthropic.com; Messages API / Messages API; requested IDs=claude-sonnet-4,claude-sonnet-4-6; effective IDs=claude-sonnet-4,claude-sonnet-4-6; inventory=estate-006; fallback=none; lifecycle=dated; unresolved dependency=present; terminal owner=required; evidence=2026-09-02Do not cut over without a terminal human/service action when Sonnet 4 can no longer be fallback.BLOCKED — terminal action required

First-party provenance: Anthropic Claude model documentation; verification date 2026-09-02. Missing or conflicting joins fail closed.

Method and limitations: formulas are deterministic; assumptions are labeled; no missing provider, host, account, region, realm, cluster, alias, snapshot, version, artifact, effort, tool, modality, benchmark, workload, rate-period, timestamp, or result is transferred. Run the claude-sonnet-4-vs-claude-sonnet-4-6 Batch 54 scenario →

Batch 69 · exact-pair decision contributions · verified 2026-09-08

Exact pair boundary: Anthropic; same provider, generational replacement, identical $3/$15 token rates, and 200K vs 300K context must join. Requested models are claude-sonnet-4 and claude-sonnet-4-6. Provider, rate, pricing, and task pages remain fact owners.

Zero-price-delta migration economic ledger and parity check

Frozen Batch 69 scenario board. Formula / deterministic rule: cost_delta = sonnet_4_6_spend - sonnet_4_spend; identical $3.00/$15.00 per 1M tokens Boundary: Owns zero-price-delta migration modeling and workload budget parity.

Frozen scenario / field IDPair, identity, host, surface, and evidence fieldsResultState
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r1
10K coding agent tool calls
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=10K coding agent tool calls; workload; prompt tokens; completion tokens; Sonnet 4 spend; Sonnet 4.6 spend; budget delta; upgrade recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — 10K coding agent tool calls is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r2
50K automated PR code reviews
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=50K automated PR code reviews; workload; prompt tokens; completion tokens; Sonnet 4 spend; Sonnet 4.6 spend; budget delta; upgrade recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — 50K automated PR code reviews is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r3
100K structured data extractions
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=100K structured data extractions; workload; prompt tokens; completion tokens; Sonnet 4 spend; Sonnet 4.6 spend; budget delta; upgrade recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — 100K structured data extractions is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r4
prompt caching active (90% read discount both)
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=prompt caching active (90% read discount both); workload; prompt tokens; completion tokens; Sonnet 4 spend; Sonnet 4.6 spend; budget delta; upgrade recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — prompt caching active (90% read discount both) is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r5
batch processing active (50% both)
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=batch processing active (50% both); workload; prompt tokens; completion tokens; Sonnet 4 spend; Sonnet 4.6 spend; budget delta; upgrade recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — batch processing active (50% both) is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m1-r6
unresolved pricing currency
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=unresolved pricing currency; workload; prompt tokens; completion tokens; Sonnet 4 spend; Sonnet 4.6 spend; budget delta; upgrade recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — unresolved pricing currency has no matched, dated bilateral observation.FAIL CLOSED — manual, probe, or source evidence required

First-party provenance: Anthropic API pricing; verification date 2026-09-08. Missing or conflicting joins fail closed.

Context window expansion (200K to 300K) capability gate

Frozen Batch 69 scenario board. Formula / deterministic rule: eligible = (context <= 200K ? Both : (context <= 300K ? Sonnet4_6 : Excluded)) Boundary: Owns context scaling and capability gating for large monorepo codebases.

Frozen scenario / field IDPair, identity, host, surface, and evidence fieldsResultState
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r1
standard module analysis (50K tokens)
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=standard module analysis (50K tokens); context size; Sonnet 4 eligible; Sonnet 4.6 eligible; Sonnet 4 cost; Sonnet 4.6 cost; context gate verdict; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — standard module analysis (50K tokens) is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r2
large monolithic application (180K tokens)
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=large monolithic application (180K tokens); context size; Sonnet 4 eligible; Sonnet 4.6 eligible; Sonnet 4 cost; Sonnet 4.6 cost; context gate verdict; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — large monolithic application (180K tokens) is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r3
maximum Sonnet 4 context (200K boundary)
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=maximum Sonnet 4 context (200K boundary); context size; Sonnet 4 eligible; Sonnet 4.6 eligible; Sonnet 4 cost; Sonnet 4.6 cost; context gate verdict; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — maximum Sonnet 4 context (200K boundary) is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r4
expanded codebase index (275K tokens)
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=expanded codebase index (275K tokens); context size; Sonnet 4 eligible; Sonnet 4.6 eligible; Sonnet 4 cost; Sonnet 4.6 cost; context gate verdict; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — expanded codebase index (275K tokens) is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r5
300K full saturation audit
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=300K full saturation audit; context size; Sonnet 4 eligible; Sonnet 4.6 eligible; Sonnet 4 cost; Sonnet 4.6 cost; context gate verdict; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — 300K full saturation audit is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m2-r6
unsupported archive payload format
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=unsupported archive payload format; context size; Sonnet 4 eligible; Sonnet 4.6 eligible; Sonnet 4 cost; Sonnet 4.6 cost; context gate verdict; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — unsupported archive payload format has no matched, dated bilateral observation.FAIL CLOSED — manual, probe, or source evidence required

First-party provenance: Anthropic Claude model documentation; verification date 2026-09-08. Missing or conflicting joins fail closed.

Agent tool call reliability and defect reduction ROI

Frozen Batch 69 scenario board. Formula / deterministic rule: roi = prevented_defects_value - switching_overhead; higher precision justifies cutover Boundary: Owns defect reduction modeling and agent reliability metrics.

Frozen scenario / field IDPair, identity, host, surface, and evidence fieldsResultState
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r1
autonomous multi-file refactoring
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=autonomous multi-file refactoring; engineering task; Sonnet 4 defect rate; Sonnet 4.6 defect rate; defect reduction; economic ROI; migration recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — autonomous multi-file refactoring is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r2
test suite generation without hallucinated mocks
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=test suite generation without hallucinated mocks; engineering task; Sonnet 4 defect rate; Sonnet 4.6 defect rate; defect reduction; economic ROI; migration recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — test suite generation without hallucinated mocks is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r3
complex JSON schema compliance
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=complex JSON schema compliance; engineering task; Sonnet 4 defect rate; Sonnet 4.6 defect rate; defect reduction; economic ROI; migration recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — complex JSON schema compliance is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r4
external API tool call retry reduction
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=external API tool call retry reduction; engineering task; Sonnet 4 defect rate; Sonnet 4.6 defect rate; defect reduction; economic ROI; migration recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — external API tool call retry reduction is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r5
agent loop runaway circuit breaker
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=agent loop runaway circuit breaker; engineering task; Sonnet 4 defect rate; Sonnet 4.6 defect rate; defect reduction; economic ROI; migration recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — agent loop runaway circuit breaker is a frozen fixture pending exact identity, configuration, and denominator joins.UNTESTED — assumption cannot establish a verdict
batch69-claude-sonnet-4-vs-claude-sonnet-4-6-m3-r6
unresolved error penalty metric
pair=claude-sonnet-4 vs claude-sonnet-4-6; provider=Anthropic; hostA=api.anthropic.com; hostB=api.anthropic.com; surfaceA=Anthropic Messages API; surfaceB=Anthropic Messages API; requested/effective IDs=claude-sonnet-4,claude-sonnet-4-6; scenario=unresolved error penalty metric; engineering task; Sonnet 4 defect rate; Sonnet 4.6 defect rate; defect reduction; economic ROI; migration recommendation; prompt/config/input/output/result/cache/checkpoint/artifact hashes=required; evidence=2026-09-08; measurement versus assumption=explicitUnavailable — unresolved error penalty metric has no matched, dated bilateral observation.FAIL CLOSED — manual, probe, or source evidence required

First-party provenance: Anthropic Claude documentation; verification date 2026-09-08. Missing or conflicting joins fail closed.

Method and limitations: formulas are deterministic; observed and assumed inputs are labeled; no missing provider, host, account, region, realm, alias, snapshot, revision, weight, artifact, control, tool, modality, workload, rate-period, timestamp, or result is transferred. Run the claude-sonnet-4-vs-claude-sonnet-4-6 Batch 69 scenario →

How do Claude Sonnet 4 and Claude Sonnet 4.6 compare on specs?

Claude Sonnet 4Claude Sonnet 4.6
Price (input)$3.00/M$3.00/M
Price (output)$15.00/M$15.00/M
Blended price$6.00/M$6.00/M
Context window200,000 tokens300,000 tokens
Max output32,000 tokens64,000 tokens
Modalitiestext, visiontext, vision
Reasoning modeNoYes
Released2025-022026-03
SpeedNot measured76 t/s

How much do Claude Sonnet 4 and Claude Sonnet 4.6 cost at scale?

Tokens / monthClaude Sonnet 4Claude Sonnet 4.6Delta
1,000,000$6.00$6.00$0.0000 (1.0×)
10,000,000$60.00$60.00$0.0000 (1.0×)
100,000,000$600.00$600.00$0.0000 (1.0×)

Choose Claude Sonnet 4 if…

  • Former Anthropic standard for reasoning
  • Strong coding and analysis
  • Vision input
  • Legacy 2025 Sonnet workflows superseded by Sonnet 4.6.

Choose Claude Sonnet 4.6 if…

  • Best intelligence-per-dollar in the Claude lineup
  • Fast enough for interactive coding agents
  • Reliable structured output
  • Enterprise workloads that need Opus-adjacent quality at Sonnet pricing.

Run this exact matchup right now

Send the same prompt to Claude Sonnet 4 and Claude Sonnet 4.6 side by side and see the outputs yourself.

Try Claude Sonnet 4 vs Claude Sonnet 4.6 Free

What are common questions about Claude Sonnet 4 and Claude Sonnet 4.6?

Is Claude Sonnet 4 cheaper than Claude Sonnet 4.6?

Claude Sonnet 4 is cheaper, at $6.00 per million blended tokens vs $6.00 for Claude Sonnet 4.6.

Which has the bigger context window, Claude Sonnet 4 or Claude Sonnet 4.6?

Claude Sonnet 4.6 has the larger context window: 300,000 tokens vs 200,000.

Can Claude Sonnet 4 replace Claude Sonnet 4.6 for coding?

Both are viable for coding. Former Anthropic standard for reasoning (Claude Sonnet 4) vs Best intelligence-per-dollar in the Claude lineup (Claude Sonnet 4.6) — pick based on which strength matters more for your workload.

Neither of these? See Claude Sonnet 4.6 alternatives.

What related comparisons help choose between Claude Sonnet 4 and Claude Sonnet 4.6?

Claude Sonnet 4 pricingClaude Sonnet 4.6 pricingvs DeepSeek V4 Provs Claude Sonnet 4.5vs Claude Opus 4.8vs Claude Sonnet 5Premium model tests

Pricing verified 2026-04-06. Specs verified 2026-08-14.