Compare / Qwen3-235B-A22B-Thinking-2507 vs MiniMax-M2.5

Qwen3-235B-A22B-Thinking-2507 vs MiniMax-M2.5

Which is cheaper, which is more capable, and which does better at each kind of work, from 17 results on 4 sources that measured both models.

AlibabaQwen3-235B-A22B-Thinking-2507 Released 25 Jul 2025 · $0.30 in · $3.00 out
MiniMaxMiniMax-M2.5 Released 12 Feb 2026 · $0.30 in · $1.20 out
Qwen3-235B-A22B-Thinking-2507 wins 35 too close to callMiniMax-M2.5 wins 9

Of the 17 results both models have, the better value on each. Results whose reported ranges overlap are too close to call.

Results as of 13 October 2026 (catalogue release 2026-10-13-2e2420e3c5cc). See also Alibaba vs MiniMax, every model from both labs.

Qwen3-235B-A22B-Thinking-2507 or MiniMax-M2.5? The short answer

Pick MiniMax-M2.5: it scores higher (Intelligence Index 22.8 against 12.7) and costs less.

  • MiniMax-M2.5 is cheaper: $0.52 against $0.97 per million tokens, 46% less.
  • MiniMax-M2.5 scores higher on the Artificial Analysis Intelligence Index: 22.8 against 12.7.
  • MiniMax-M2.5 is newer: released 12 Feb 2026, against 25 Jul 2025 for Qwen3-235B-A22B-Thinking-2507.
  • On third-party benchmarks, on the results both models have: Qwen3-235B-A22B-Thinking-2507 does better for agents and tool use; MiniMax-M2.5 for reasoning and knowledge and writing.

Head to head

12.7
Intelligence Index
22.8
$0.97
Price per million tokens, blendedlower is better
$0.52
131,072
Context window, tokens
204,800

Every fact side by side

Qwen3-235B-A22B-Thinking-2507MiniMax-M2.5
Price per million tokens$0.30 in · $3.00 out$0.30 in · $1.20 out
Blended (3 in : 1 out)$0.97$0.52
Cheapest host, blended$0.75 (Alibaba)$0.44 (Venice)
Intelligence Index12.722.8
Spring Prompt overall––
Output speed, tokens a second––
Context window131,072 tokens204,800 tokens
Released25 Jul 202512 Feb 2026 (newer)
WeightsOpenOpen
Developer based inChinaChina

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 the models on sale today, for each kind of work, from our own benchmarks and licensed sources. Further right is better; the better rank is in green.

Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls 138 of 164 135 of 164
Reasoning and knowledgeHard questions across science, maths and general knowledge 117 of 198 84 of 198
WritingWhat people prefer in blind comparisons, and judged writing quality 122 of 188 114 of 188
Sticking to the factsSummarising without inventing things, and factual answers 92 of 152 102 of 152

Every shared result

Each model's best result on every measure both have, grouped by benchmark, with the setting that produced it. Under each measure, every model that benchmark has measured is a grey tick, best to the right, so you can see where the two sit in the field. The headline measures of each benchmark come first; the rest are under "Show all". Green marks the better value; where a source reports ranges that overlap, neither is marked.

MeasureQwen3-235B-A22B-Thinking-2507MiniMax-M2.5
Arena (formerly LMArena) reported by Arena (formerly LMArena) · 3 results
Overall · TextArena rating, higher is better 139 · 150 of 387 measured 1,400 1,391
Business, management and finance · TextArena rating, higher is better 133 · 142 of 380 measured 1,404 1,400
Creative writing · TextArena rating, higher is better 133 · 147 of 385 measured 1,371 1,357
Artificial Analysis reported by Artificial Analysis · 3 results
Artificial Analysis Intelligence Indexindex score, higher is better 147 · 87 of 243 measured 12.7 22.8
GPQA Diamond% of questions, higher is better 114 · 80 of 231 measured 79.0% 84.8%
Humanity's Last Exam% of questions, higher is better 122 · 108 of 242 measured 15.9% 20.5%
UGI Leaderboard reported by UGI Leaderboard · 3 results
Writing score · UGIscore out of 100, higher is better 139 · 103 of 230 measured 32.4 41.7
Requested-length error · UGI% off the requested word count, lower is better 166 · 192 of 230 measured 30.0% 41.0%
Style adherence · UGIscore from 0 to 1, higher is better 194 · 35 of 230 measured 0.31 0.38
Vending-Bench 2 reported by Vending-Bench 2 · 1 result
Money after a yearUS dollars, higher is better 55 · 57 of 58 measured $-11.34 $-23.16
Show all 17 results (7 more)
MeasureQwen3-235B-A22B-Thinking-2507MiniMax-M2.5
Arena (formerly LMArena) reported by Arena (formerly LMArena) · 3 results
Expert prompts · TextArena rating, higher is better 85 · 130 of 338 measured 1,466 1,425
Instruction following · TextArena rating, higher is better 142 · 147 of 387 measured 1,385 1,381
Writing, literature and language · TextArena rating, higher is better 139 · 146 of 386 measured 1,377 1,369
Artificial Analysis reported by Artificial Analysis · 4 results
IFBench% of instructions, higher is better 101 · 43 of 195 measured 51.2% 71.6%
Long-context reasoning (AA-LCR)% of questions, higher is better 99 · 92 of 233 measured 72.0% 73.3%
Terminal-Bench Hard% of tasks, higher is better 116 · 49 of 190 measured 13.6% 34.8%
τ²-bench telecom% of tasks, higher is better 101 · 20 of 193 measured 53.2% 95.3%

Quick answers

Is Qwen3-235B-A22B-Thinking-2507 better than MiniMax-M2.5?

Pick MiniMax-M2.5: it scores higher (Intelligence Index 22.8 against 12.7) and costs less.

Which is cheaper, Qwen3-235B-A22B-Thinking-2507 or MiniMax-M2.5?

MiniMax-M2.5 is cheaper: $0.52 against $0.97 per million tokens, 46% less.

Which is better for agents and tool use, Qwen3-235B-A22B-Thinking-2507 or MiniMax-M2.5?

MiniMax-M2.5 ranks 135 of 164 models on sale for multi-step tasks with tools: support desks, coding agents, function calls, against 138 for Qwen3-235B-A22B-Thinking-2507.

Which is better for reasoning and knowledge, Qwen3-235B-A22B-Thinking-2507 or MiniMax-M2.5?

MiniMax-M2.5 ranks 84 of 198 models on sale for hard questions across science, maths and general knowledge, against 117 for Qwen3-235B-A22B-Thinking-2507.

Which is better for writing, Qwen3-235B-A22B-Thinking-2507 or MiniMax-M2.5?

MiniMax-M2.5 ranks 114 of 188 models on sale for what people prefer in blind comparisons, and judged writing quality, against 122 for Qwen3-235B-A22B-Thinking-2507.

Which is better for sticking to the facts, Qwen3-235B-A22B-Thinking-2507 or MiniMax-M2.5?

Qwen3-235B-A22B-Thinking-2507 ranks 92 of 152 models on sale for summarising without inventing things, and factual answers, against 102 for MiniMax-M2.5.

Which has the bigger context window, Qwen3-235B-A22B-Thinking-2507 or MiniMax-M2.5?

MiniMax-M2.5: 204,800 tokens, against 131,072 for Qwen3-235B-A22B-Thinking-2507.

Run Qwen3-235B-A22B-Thinking-2507 and MiniMax-M2.5 on your own prompt

Benchmarks aren't your data. Try both side by side in the playground, with the cost of every answer.