Compare / Anthropic vs MiniMax
Anthropic vs MiniMax: which AI lab is ahead?
Each lab's best model on sale goes head to head on every kind of work we measure, from our own benchmarks and licensed sources. 21 models in all; a lab is only as good as the model you would actually pick from it.
Kinds of work led by each lab's best model there, of the 5 both are measured on.
Results as of 8 October 2026 (catalogue release 2026-10-08-4199ce0620fe). Models on sale means listed on OpenRouter today.
Anthropic or MiniMax? The short answer
Anthropic is ahead: its best models beat MiniMax's in all 5 kinds of work both are measured on.
- Pick Anthropic for agents and tool use, professional work, reasoning and knowledge, writing and sticking to the facts.
- Anthropic's Claude Opus 5.5 is #1 on our overall leaderboard; no MiniMax model has enough of our results to be ranked there yet.
- Prices start at $0.20 per million tokens for Anthropic (Claude Haiku 5.5) and $0.52 for MiniMax (MiniMax-M3).
Head to head
Each line names the model behind the number. Prices are blended, three input tokens to one output, at the developer's list price where we have read it; see every model's price. Intelligence Index from Artificial Analysis; overall score from our leaderboard.
Which lab is better for what
For each kind of work, each lab's best model there and its rank among every model on sale. Further right is better; the better rank is in green.
Every model, by intelligence and price
Each dot is a model on sale with an Intelligence Index from Artificial Analysis. Up is smarter; left is cheaper. Hover or tap a dot for its name.
AnthropicMiniMax
On our overall leaderboard
The 5 of their models we rank overall: one score out of 100 across everything we publish (how the score works). Only models with enough of our own results are ranked.
- #1Claude Opus 5.585
- #5Claude Fable 5.166
- #7Claude Sonnet 5.564
- #13Claude Haiku 5.544
- #22Claude Haiku 4.57
Benchmark by benchmark
The headline result of every benchmark both labs have models on: each lab's best model and its rank among the models on sale. Green marks the better rank.
| Measure | Anthropic | MiniMax |
|---|---|---|
| Agents and tool use | ||
| OpenHands Index · Average% resolved, higher is better | 81.0%Claude Fable 5 · 1 of 33 | 57.2%MiniMax-M3 · 13 of 33 |
| Artificial Analysis · Terminal-Bench 4.0% of tasks, higher is better | 63.6%Claude Sonnet 5.5 · 1 of 105 | 2.0%MiniMax-M3 · 44 of 105 |
| Artificial Analysis · Terminal-Bench 2.1% of tasks, higher is better | 91.4%Claude Fable 5.1 · 1 of 115 | 65.2%MiniMax-M3 · 37 of 115 |
| Artificial Analysis · τ-bench banking% of tasks, higher is better | 47.2%Claude Fable 5.1 · 7 of 113 | 15.3%MiniMax-M3 · 55 of 113 |
| Vending-Bench 2 · Money after a yearUS dollars, higher is better | $11,182Claude Opus 5 · 3 of 56 | $2,158MiniMax-M3 · 39 of 56 |
| Professional work | ||
| APEX-Agents · Tasks passed% of tasks, higher is better | 75.5%Claude Sonnet 5.5 · 1 of 37 | 37.7%MiniMax-M3 · 30 of 37 |
| Reasoning and knowledge | ||
| Artificial Analysis · Artificial Analysis Intelligence Indexindex score, higher is better | 57.6Claude Opus 5.5 · 1 of 198 | 29.2MiniMax-M3 · 50 of 198 |
| Artificial Analysis · Humanity's Last Exam% of questions, higher is better | 61.4%Claude Opus 5.5 · 1 of 197 | 39.0%MiniMax-M3 · 41 of 197 |
| Artificial Analysis · GPQA Diamond% of questions, higher is better | 93.7%Claude Fable 5.1 · 8 of 187 | 92.9%MiniMax-M3 · 14 of 187 |
| Sticking to the facts | ||
| Vectara Hallucination Leaderboard · Hallucination rate · Vectara% of summaries, lower is better | 9.8%Claude Haiku 4.5 · 43 of 79 | 9.1%MiniMax-M2.5 · 34 of 79 |
| Arena (formerly LMArena) · Overall · Text factualityArena rating, higher is better | 1,507Claude Opus 5.5 · 1 of 113 | 1,434MiniMax-M3 · 69 of 113 |
| Writing | ||
| Arena (formerly LMArena) · Overall · TextArena rating, higher is better | 1,505Claude Opus 4.6 · 1 of 166 | 1,440MiniMax-M3 · 63 of 166 |
| UGI Leaderboard · Writing score · UGIscore out of 100, higher is better | 74.2Claude Fable 5 · 3 of 138 | 41.7MiniMax-M2.5 · 80 of 138 |
Quick answers
Is Anthropic or MiniMax better?
Anthropic is ahead: its best models beat MiniMax's in all 5 kinds of work both are measured on.
What is Anthropic's best model?
Claude Opus 5.5: #1 on the Spring Prompt overall leaderboard and 57.6 on the Artificial Analysis Intelligence Index.
What is MiniMax's best model?
MiniMax-M3: 29.2 on the Artificial Analysis Intelligence Index.
Which is better for agents and tool use, Anthropic or MiniMax?
Anthropic: its best model there, Claude Sonnet 5.5, ranks 1 of 164 models on sale, against 74 for MiniMax's MiniMax-M3.
Which is better for reasoning and knowledge, Anthropic or MiniMax?
Anthropic: its best model there, Claude Opus 5.5, ranks 1 of 198 models on sale, against 38 for MiniMax's MiniMax-M3.
Which is better for writing, Anthropic or MiniMax?
Anthropic: its best model there, Claude Fable 5, ranks 1 of 188 models on sale, against 66 for MiniMax's MiniMax-M3.
Which is cheaper, Anthropic or MiniMax?
Anthropic's cheapest model with results, Claude Haiku 5.5, costs $0.20 per million tokens (three input to one output), against $0.52 for MiniMax-M3 from MiniMax.
Other labs compared
- Anthropic vs OpenAIBest model against best model
- Anthropic vs GoogleBest model against best model
- Anthropic vs xAIBest model against best model
- Anthropic vs MetaBest model against best model
- Anthropic vs DeepSeekBest model against best model
- Alibaba vs AnthropicBest model against best model
- Anthropic vs Mistral AIBest model against best model
- Anthropic vs Z.aiBest model against best model
Which model is best for your product?
Benchmarks aren't your data. We test the models from Anthropic, MiniMax and the rest on your own tasks, with the cost of every answer.