MiniMax M2.7
by MiniMax · minimax/minimax-m2.7 · #112 cheapest of 325 paid models
Prices updated Jul 22, 2026, 1:31 AM UTC · refreshed hourly
MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent...
Compare vs:Claude Sonnet 5Claude Opus 4.6Claude Haiku 4.5GPT-5.6 Sol
Pricing
Input
$0.25
per 1M tokens
Output
$1.00
per 1M tokens
Blended (3:1)
$0.438
3 input : 1 output
Cache read
$0.05
per 1M cached tokens
Cache write
—
per 1M tokens
Cache & batch economics
Effective prices for MiniMax M2.7 with prompt caching.
| Cache hit rate | Effective blended $/1M | Example request* | vs no cache |
|---|---|---|---|
| 0% | $0.438 | $0.0265 | — |
| 50% | $0.362 | $0.0165 | −38% |
| 90% | $0.302 | $0.0085 | −68% |
*Example: 100K sticky context + 2K new input + 1K output. Batch discount is an approximate 50% off list rates (available for OpenAI / Anthropic / Google — not flagged for this creator). Confirm on the vendor’s pricing page.
What a request costs
| Workload | Input tokens | Output tokens | Cost / request | Cost / 1K requests |
|---|---|---|---|---|
| Short chat message | 500 | 300 | $0.000425 | $0.425 |
| Document summary | 8,000 | 1,000 | $0.003 | $3.00 |
| Codebase question (RAG) | 30,000 | 2,000 | $0.0095 | $9.50 |
| Long-context analysis | 150,000 | 5,000 | $0.0425 | $42.50 |
Performance
Intelligence Index
38.1
AA composite quality
Coding Index
52.6
Math Index
—
Agentic Index
25.6
Output speed
59 tok/s
median
Time to first token
1.17s
median
Time to first answer
43s
after reasoning tokens
Artificial Analysis benchmarks
| Benchmark | Score |
|---|---|
| GPQA Diamond | 87.4% |
| Humanity's Last Exam | 28.1% |
| SciCode | 47.0% |
| IFBench | 75.7% |
| AA-LCR (Long Context Reasoning) | 68.7% |
| Terminal-Bench Hard | 39.4% |
| Terminal-Bench 2.1 | 55.4% |
| τ²-Bench (Telecom) | 84.8% |
| τ³-Bench Banking | 8.9% |
Design Arena Elo
| Category | Elo |
|---|---|
| Website | 1,272 |
| UI components | 1,251 |
| Data viz | 1,269 |
| SVG | 1,184 |
| 3D | 1,247 |
| Game dev | 1,265 |
| Code categories | 1,266 |
| ASCII art | 1,182 |
Specs
Context window
205K
tokens
Max output
131K
tokens
Input modalities
text
Tokenizer
Other