Llama 4 Maverick on Groq API Pricing: Blazing LPU Hardware Speed
Comprehensive Llama 4 Maverick on Groq API pricing analysis ($0.20/M input, $0.60/M output), 800+ tps LPU hardware inference, agent tool calling, and open-weights ROI.
How much does Llama 4 Maverick cost per million tokens?
Llama 4 Maverick on Groq costs $0.20 per million input tokens and $0.60 per million output tokens ($0.30/M blended at 3:1). Delivers next-generation open-weights reasoning with extreme 800+ tps inference velocity on Groq LPUs. Verified 2026-09-08.
How much does Llama 4 Maverick cost per 1,000 requests?
Computed from generated token pricing. Each row assumes the listed input and output tokens per request; this model has no measured verbosity factor, so the unadjusted output estimate is shown.
| Request shape | Input tokens | Output tokens | Cost / 1,000 requests |
|---|---|---|---|
| Short | 100 | 50 | $0.0500 |
| Medium | 1,000 | 500 | $0.5000 |
| Long | 4,000 | 2,000 | $2.0000 |
Formula: ((input price × input tokens) + (output price × output tokens × verbosity factor)) ÷ 1,000,000 × 1,000. Assumptions: short 100/50, medium 1,000/500, long 4,000/2,000 input/output tokens per request. Unadjusted — no measured verbosity factor is available.
Batch 9 continuity economics for Llama 4 Maverick
1. Text-only workload bills
| Shape | Input / output | 100K calls | 1M calls | 10M calls |
|---|---|---|---|---|
| Chat | 1,000 / 300 | $38.00 | $380.00 | $3800.00 |
| Coding agent | 4,000 / 1,000 | $140.00 | $1400.00 | $14000.00 |
| Long input | 20,000 / 2,000 | $520.00 | $5200.00 | $52000.00 |
Formula: calls × (input tokens × $0.20/M + output tokens × $0.60/M) ÷ 1,000,000. Vision spend is Unavailable because this page does not substitute an image unit price.
2. Traffic-drain budget (fallback, not successor)
| Drain | Llama 4 Maverick baseline | GPT-OSS 20B fallback | Blended monthly | Savings |
|---|---|---|---|---|
| 0% | $1400.00 | $600.00 | $1400.00 | $0.0000 |
| 25% | $1400.00 | $600.00 | $1200.00 | $200.00 |
| 50% | $1400.00 | $600.00 | $1000.00 | $400.00 |
| 100% | $1400.00 | $600.00 | $600.00 | $800.00 |
The 1M-call coding-agent shape is held constant. GPT-OSS 20B is labelled only as a same-provider fallback; it is not a successor.
3. Continuity evidence ledger
| Field | Value | Evidence / boundary |
|---|---|---|
| successorId | muse-spark-1-3 | Verified 2026-08-14 |
| Lifecycle / shutdown | legacy | Unavailable |
| Price verified | 2026-07-10 | https://groq.com/pricing |
| Muse Spark gateway | Unavailable | |
| Required retest fields | quality, latency, context fit, compatibility | Measured evidence required before migration claim |
Successor rate audit
| Rate | Llama 4 Maverick | Muse Spark 1.3 | Delta |
|---|---|---|---|
| Input $/M | $0.20 | $1.25 | $1.05 / 525.0% |
| Output $/M | $0.60 | $4.25 | $3.65 / 608.3% |
| Shape | Input spend | Output spend | Output share |
|---|---|---|---|
| Chat | $0.0002 | $0.0002 | 47.4% |
| Coding agent | $0.0008 | $0.0006 | 42.9% |
| Long input | $0.0040 | $0.0012 | 23.1% |
Verified 2026-07-10. Luna is the data owner. “Unavailable” means no compatible dated evidence was found; it is never treated as zero or an inferred successor. Dated price source · Run this evidence in All AI Ask.
llama-4-maverickLlama 4 Maverick on Groq API Pricing: Blazing LPU Hardware Speed
Llama 4 Maverick on Groq costs $0.20 per million input tokens and $0.60 per million output tokens ($0.30/M blended at 3:1). Delivers next-generation open-weights reasoning with extreme 800+ tps inference velocity on Groq LPUs. Verified 2026-09-08.
Groq LPUs power Llama 4 Maverick at $0.30/M blended tokens with unprecedented generation velocity.
| Scenario | Rendered Evidence & Bounds |
|---|---|
| Scenario 1 | Interactive voice bot turn (400 in, 100 out): $0.000140 per conversational turn |
| Scenario 2 | Customer inquiry classification (800 in, 50 out): $0.000190 per ticket |
| Scenario 3 | Python script synthesis and test (2K in, 500 out): $0.000700 per code snippet |
| Scenario 4 | Real-time document summarization (8K in, 800 out): $0.002080 per document |
| Scenario 5 | Full agent multi-turn tool calling loop (16K in, 2K out): $0.004400 per full loop |
| Scenario 6 | Monthly 100M token production tier: $30.00 total infrastructure spend |
Groq LPUs deliver 6x to 9x faster token throughput than conventional GPU cloud instances.
| Scenario | Rendered Evidence & Bounds |
|---|---|
| Scenario 1 | Generates 800+ tokens per second: a 400-token response streams in under 0.5 seconds |
| Scenario 2 | Time-to-first-token under 90ms enables truly instantaneous voice conversational agents |
| Scenario 3 | Deterministic LPU silicon architecture ensures zero jitter or queue queuing spikes |
| Scenario 4 | High-speed agent loops complete 5-turn reasoning traces in under 2.5 seconds total elapsed time |
| Scenario 5 | Dramatically improves human developer productivity during real-time code autocomplete |
| Scenario 6 | Industry-leading price-to-speed ratio across all open-weights hosting alternatives |
Managed LPU inference provides overwhelming cost savings over self-hosting below 35B tokens/mo.
| Scenario | Rendered Evidence & Bounds |
|---|---|
| Scenario 1 | Managed Groq API spend at 100M tokens/mo: $30.00 monthly cost |
| Scenario 2 | Managed Groq API spend at 1B tokens/mo: $300.00 monthly cost |
| Scenario 3 | Managed Groq API spend at 10B tokens/mo: $3,000.00 monthly cost |
| Scenario 4 | Self-hosted cluster break-even point: requires >35 billion tokens per month |
| Scenario 5 | Managed API eliminates GPU reservation commitments, thermal maintenance, and cluster idle waste |
| Scenario 6 | Recommended architectural strategy: utilize Groq managed LPUs for all production workloads |
How fast is Llama 4 Maverick?
How much does Llama 4 Maverick cost at scale?
| Tokens / month | Est. cost (blended 3:1) |
|---|---|
| 100,000 | $0.03 |
| 1,000,000 | $0.30 |
| 10,000,000 | $3.00 |
| 100,000,000 | $30.00 |
How does Llama 4 Maverick compare with other models?
What should you explore next for Llama 4 Maverick?
What are common questions about Llama 4 Maverick?
Is Llama 4 Maverick cheaper than GPT-4o Mini?
Llama 4 Maverick costs $0.30/M blended tokens, GPT-4o Mini costs $0.26/M — GPT-4o Mini is cheaper.
How much does 1 million tokens cost with Llama 4 Maverick?
At a 3:1 input:output ratio, 1 million blended tokens costs approximately $0.30. Pure input costs $0.20/M; pure output costs $0.60/M.
What does Llama 4 Maverick cost at high volume?
At 100 million blended tokens a month, Llama 4 Maverick costs approximately $30.00. See the cost-at-scale table below for other volumes.