Compare / Nova Pro 1.0 vs MiniMax M2.7
Nova Pro 1.0 vs MiniMax M2.7
Which is cheaper, which is more capable, and which does better at each kind of work, from 15 results on 3 sources that measured both models.
Nova Pro 1.0 or MiniMax M2.7? The short answer
- MiniMax M2.7 is cheaper: $0.52 against $1.40 per million tokens, 2.7 times less.
- MiniMax M2.7 scores higher on the Artificial Analysis Intelligence Index: 22.8 against 7.0.
- On our business benchmarks, Nova Pro 1.0 ranks higher for sticking to the facts.
- On our business benchmarks, MiniMax M2.7 ranks higher for agents and tool use, reasoning and knowledge and writing.
At a glance
| Nova Pro 1.0 | MiniMax M2.7 | |
|---|---|---|
| Price per million tokens | $0.80 in · $3.20 out | $0.30 in · $1.20 out |
| Blended (3 in : 1 out) | $1.40 | $0.52 |
| Cheapest host, blended | $1.40 (Amazon Bedrock) | $0.37 (GMICloud, FP8) |
| Intelligence Index | 7.0 | 22.8 |
| Spring Prompt overall | – | – |
| Output speed, tokens a second | – | – |
| Context window | 300,000 tokens | 204,800 tokens |
| Weights | Closed | Open |
| Developer based in | the US | China |
Prices are the developer's list price where we have read it, otherwise the typical host on OpenRouter; see every model's price. Intelligence and speed from Artificial Analysis.
Which is better for what
Each model's rank among models available today, for each kind of work, from our own benchmarks and licensed sources. The better rank is in green.
| Use case | Nova Pro 1.0 | MiniMax M2.7 |
|---|---|---|
| Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls | 152 of 161 | 100 of 161 |
| Reasoning and knowledgeHard questions across science, maths and general knowledge | 186 of 195 | 68 of 195 |
| WritingWhat people prefer in blind comparisons, and judged writing quality | 173 of 187 | 108 of 187 |
| Sticking to the factsSummarising without inventing things, and factual answers | 11 of 153 | 124 of 153 |
Every shared result
| Benchmark | Metric | Nova Pro 1.0 | MiniMax M2.7 |
|---|---|---|---|
| Arena (formerly LMArena)reported | Business, management and financeArena rating | 1,279 | 1,423 |
| Arena (formerly LMArena)reported | Creative writingArena rating | 1,237 | 1,363 |
| Arena (formerly LMArena)reported | Expert promptsArena rating | 1,273 | 1,452 |
| Arena (formerly LMArena)reported | Instruction followingArena rating | 1,277 | 1,407 |
| Arena (formerly LMArena)reported | OverallArena rating | 1,290 | 1,415 |
| Arena (formerly LMArena)reported | Writing, literature and languageArena rating | 1,274 | 1,386 |
| Artificial Analysisreported | Artificial Analysis Intelligence Indexindex score | 7.00 | 22.8 |
| Artificial Analysisreported | GPQA Diamond% of questions | 49.9% | 87.4% |
| Artificial Analysisreported | Humanity's Last Exam% of questions | 3.2% | 29.6% |
| Artificial Analysisreported | IFBench% of instructions | 38.1% | 75.7% |
| Artificial Analysisreported | Long-context reasoning (AA-LCR)% of questions | 21.0% | 78.3% |
| Artificial Analysisreported | Terminal-Bench Hard% of tasks | 6.1% | 39.4% |
| Artificial Analysisreported | Τ²-bench telecom% of tasks | 14.0% | 84.8% |
| Vectara Hallucination Leaderboardreported | Answer rate% of documents | 99.3% | 99.4% |
| Vectara Hallucination Leaderboardreported | Hallucination rate% of summaries | 5.1% | 12.9% |
Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.
Quick answers
Is Nova Pro 1.0 better than MiniMax M2.7?
It depends on the task. Among models available today, on our benchmarks and licensed sources, Nova Pro 1.0 ranks higher for sticking to the facts; MiniMax M2.7 ranks higher for agents and tool use, reasoning and knowledge and writing.
Which is cheaper, Nova Pro 1.0 or MiniMax M2.7?
MiniMax M2.7 costs $0.52 per million tokens (three input to one output), against $1.40 for Nova Pro 1.0.
Run Nova Pro 1.0 and MiniMax M2.7 on your own prompt
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