Claude Opus 4.7 vs MiniMax M2.5
Wins 5 of 6 areas
Coding · Agents · Reasoning · Facts · Long documents
Wins 1 of 6 areas
Following instructions
Claude Opus 4.7 is the stronger all-rounder.MiniMax M2.5 is cheaper and better at following instructions.
Scores updated · 26 tests both models report · How we compare
Where each one wins
Tests won in each of the six areas where both have results. Each piece is one test, so a longer bar means more evidence; grey means the two scored within a point of each other.
- CodingWriting and fixing software50Claude Opus 4.75 of 5 tests
- ReasoningHard problems that need careful thinking40Claude Opus 4.74 of 4 tests
- AgentsCarrying out multi-step tasks on its own20Claude Opus 4.72 of 2 tests
- FactsGetting facts right instead of making them up21Claude Opus 4.72 of 3 tests
- Long documentsFinding answers in very long texts10Claude Opus 4.71 of 1 test
- Following instructionsDoing exactly what it is asked01MiniMax M2.51 of 1 test
Long documents and following instructions rest on a single test each.
What it costs
Prices per million tokens, roughly 750,000 words. The bars show the cost of a million tokens read plus a million written.
MiniMax M2.5 costs 95% less for the same work.
The biggest differences
The tests each model wins by the widest margin, up to three each. Scores are out of 100.
Where Claude Opus 4.7 pulls ahead
- Abstract visual puzzles that people can solveARC-AGI-2+70.9points ahead
- Avoids making up answers it doesn't knowAA-Omniscience · Non-hallucination+45.8points ahead
- Answers hard knowledge questions correctlyAA-Omniscience · Accuracy+22.7points ahead
Where MiniMax M2.5 pulls ahead
- Follows unfamiliar, precisely checkable instructionsIFBench+13points ahead
Every test, side by side
All 26 tests both models report. The winning score is in its model's colour; marks a score checked independently.
CodingClaude Opus 4.7
- LMArena · WebDevClaude Opus 4.7 by 171 rating points15581387+171 rating
- Terminal-Bench HardClaude Opus 4.7 by 16.751.534.8+16.7
- SciCodeClaude Opus 4.7 by 11.954.542.6+11.9
- SWE-bench ProClaude Opus 4.7 by 8.964.355.4+8.9
- SWE-bench VerifiedClaude Opus 4.7 by 7.487.680.2+7.4
AgentsClaude Opus 4.7
- GDPValClaude Opus 4.7 by 8.942.833.9+8.9
- BrowseCompClaude Opus 4.7 by 379.376.3+3
ReasoningClaude Opus 4.7
- ARC-AGI-2Claude Opus 4.7 by 70.975.84.9+70.9
- Humanity's Last ExamClaude Opus 4.7 by 21.842.320.5+21.8
- CritPtClaude Opus 4.7 by 10.9121.1+10.9
- GPQA DiamondClaude Opus 4.7 by 6.691.484.8+6.6
FactsClaude Opus 4.7
- AA-Omniscience · Non-hallucinationClaude Opus 4.7 by 45.857.711.9+45.8
- AA-Omniscience · AccuracyClaude Opus 4.7 by 22.748.926.2+22.7
- Vectara HHEM hallucination ratelower is betterMiniMax M2.5 by 2.9129.1+2.9
Following instructionsMiniMax M2.5
- IFBenchMiniMax M2.5 by 1358.671.6+13
Other results10 tests, not counted
Tests outside the eight areas. They are not counted above: several are summary scores built from other tests, or the same test under another name.
- AA-OmniscienceClaude Opus 4.7 by 66.227.3-38.9+66.2
- Artificial Analysis Coding IndexClaude Opus 4.7 by 36.273.637.4+36.2
- HiL-Bench (Tools-allowed)Claude Opus 4.7 by 35.441.76.3+35.4
- ARC-AGI-1Claude Opus 4.7 by 28.39263.7+28.3
- AA IntelligenceClaude Opus 4.7 by 17.940.722.8+17.9
- AA Agentic IndexMiniMax M2.5 by 16.139.555.6+16.1
- τ²-Bench Telecom (AA run)MiniMax M2.5 by 6.788.695.3+6.7
- vectara_factual_consistencyMiniMax M2.5 by 2.98890.9+2.9
- vectara_avg_summary_lengthClaude Opus 4.7 by 11.9 rating points149.1137.2+11.9 rating
- vectara_answer_ratetie9898.2tie
Questions people ask
Which is better, Claude Opus 4.7 or MiniMax M2.5?
Claude Opus 4.7 wins five of the six areas where both have results: coding, agents, reasoning, facts and long documents. MiniMax M2.5 wins following instructions, and costs 95% less.
Which is better for coding?
Claude Opus 4.7. It wins 5 of the 5 coding tests both models report; MiniMax M2.5 wins none.
Which is cheaper?
Claude Opus 4.7 costs $5.00 per million input tokens and $25.00 per million output tokens; MiniMax M2.5 costs $0.30 and $1.20. That makes MiniMax M2.5 about 95% cheaper for the same work.
How do you compare the two?
We use the 26 benchmark tests both models have published scores on. The verdict counts the 16 tests in the eight capability areas, and a gap under one point (ten on rating-style scales) counts as a tie. The other 10 are listed but not counted, because several are summary scores or repeat a test. Each score is the one shown on the model's own page.