Claude Opus 5 vs MiniMax M3.1 Flash
Claude Opus 5 leads MiniMax M3.1 Flash on coding, 83.0 to 59.0 on the Vibe Coding Index, and MiniMax M3.1 Flash costs 41.7x less per output token ($0.60 vs $25.00 per million). Updated October 22, 2026; 18 benchmarks have a result for both.
vs boards won of 18 shared
Claude Opus 5 or MiniMax M3.1 Flash: which to pick
Pick Claude Opus 5 for coding: it scores 83.0 on the Vibe Coding Index against 59.0 for MiniMax M3.1 Flash.
Pick MiniMax M3.1 Flash for output tokens 41.7x cheaper ($0.60 vs $25.00 per million) and work measured by LiveBench browser, where it leads.
Model AClaude Opus 5Anthropic83.0/1006 independent benchmarks$1.33 per solved taskModel BMiniMax M3.1 FlashMiniMax59.0/1004 independent benchmarksNo cost per solved task
- Shared results
- 18
- Claude Opus 5 only
- 120
- MiniMax M3.1 Flash only
- 2
- Like-for-like categories
- 6 of 9
Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, six public coding benchmarks
Claude Opus 5
Claude Opus 5 scores 83.0 against 59.0.
6 and 4 benchmarks behind the scores
Intelligence
AA Intelligence Index
Claude Opus 5
Claude Opus 5 leads, 50.8 against 42.7.
Same board, both measured
Agentic work
AA Agentic Index
No call
Only Claude Opus 5 has a AA Agentic Index result, 56.5.
Directional only
Reasoning
GPQA Diamond
No call
Only Claude Opus 5 has a GPQA Diamond result, 93.4%.
Directional only
Knowledge
MMLU Pro
No call
Only Claude Opus 5 has a MMLU Pro result, 91.6%.
Directional only
Web design
Design Arena: websites
No call
Only Claude Opus 5 has a Design Arena: websites result, 1309.
Directional only
General
Vals Index
No call
Only MiniMax M3.1 Flash has a Vals Index result, 53.8%.
Directional only
Long documents
Listed context window
No call
Both take 1M tokens.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
MiniMax M3.1 Flash
Claude Opus 5 $0.018, MiniMax M3.1 Flash $0.0004 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
No call
Only Claude Opus 5 has the number, $1.33.
Directional only
At a glance
- Coding index
- Claude Opus 5 83.0 from 6 benchmarks, MiniMax M3.1 Flash 59.0 from 4 benchmarks.
- Widest category
- Agentic work, 17.2 points apart on average over 5 shared benchmarks.
- Widest single gap
- Terminal-Bench 4 (Vals AI): Claude Opus 5 53.5% against MiniMax M3.1 Flash 25.3%, 37.7 points apart on a 0 to 100 scale.
- Output price
- Claude Opus 5 $25.00 against MiniMax M3.1 Flash $0.60 per million output tokens, 41.7x apart.
- Context window
- Both take 1M tokens.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Claude Opus 5 | Bars | MiniMax M3.1 Flash | Ties |
|---|---|---|---|---|
| Coding | 7 | 0 | ||
| Intelligence | 1 | 0 | ||
| Agentic work | 4 | 1 | ||
| Reasoning | 2 | 0 | ||
| Web design | 1 | 0 | ||
| General | 2 | 0 | ||
| All shared boards | 17 | 1 |
CodingLike-for-likeSix of these boards feed the Vibe Coding Index70
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| LiveBench coding | 90.8% | 83.9% | Claude Opus 5 |
| LMArena WebDev | 1689 | 1587 | Claude Opus 5 |
| AA Coding Index | 78.0 | Not measured | Only Claude Opus 5 measured |
| LiveCodeBench (Vals AI) | 89.0% | Not measured | Only Claude Opus 5 measured |
| SWE-bench Verified (Vals AI) | 97.0% | Not measured | Only Claude Opus 5 measured |
| Terminal-Bench 4 (Vals AI) | 53.5% | 25.3% | Claude Opus 5 |
| Vibe Code Bench (Vals AI) | 88.4% | 73.9% | Claude Opus 5 |
| Code migration (Vals AI) | 57.5% | Not measured | Only Claude Opus 5 measured |
| ProgramBench (Vals AI) | 3.0% | Not measured | Only Claude Opus 5 measured |
| IOI (Vals AI) | 84.3% | Not measured | Only Claude Opus 5 measured |
| Terminal-Bench 2.1 (Vals AI) | 84.6% | Not measured | Only Claude Opus 5 measured |
| Vibe Code Bench 1-100 (Vals AI) | 28.5% | Not measured | Only Claude Opus 5 measured |
| SkillsBench (Vals AI) | 60.4% | Not measured | Only Claude Opus 5 measured |
| CyberBench (Vals AI) | 65.4% | Not measured | Only Claude Opus 5 measured |
| SciCode | 56.4% | 53.4% | Claude Opus 5 |
| FrontierCode | 53.4% | Not measured | Only Claude Opus 5 measured |
| FrontierSWE | 52.0% | Not measured | Only Claude Opus 5 measured |
| WeirdML | 91.8% | Not measured | Only Claude Opus 5 measured |
| ALE-Bench | 2164.6 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: coding | 1533 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: software and IT | 1527 | Not measured | Only Claude Opus 5 measured |
| LMArena WebDev: React | 1711 | 1609 | Claude Opus 5 |
| LMArena WebDev: HTML | 1680 | 1529 | Claude Opus 5 |
| LMArena WebDev: from an image | 1662 | Not measured | Only Claude Opus 5 measured |
| SciCode | 13.8% | Not measured | Only Claude Opus 5 measured |
| SWE-Bench Pro V2 | 99.4% | Not measured | Only Claude Opus 5 measured |
| SWE Atlas: Codebase QnA | 63.2% | Not measured | Only Claude Opus 5 measured |
| SWE Atlas: Test Writing | 62.2% | Not measured | Only Claude Opus 5 measured |
| Neither model has a result on the other 15 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| AA Intelligence Index | 50.8 | 42.7 | Claude Opus 5 |
| Epoch Capabilities Index | 163.9 | Not measured | Only Claude Opus 5 measured |
Agentic workLike-for-likePublic boards, shown as published, kept out of the index41
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| AA Agentic Index | 56.5 | Not measured | Only Claude Opus 5 measured |
| Design Arena: agents building web apps | 1266 | Not measured | Only Claude Opus 5 measured |
| Design Arena: agents building full-stack apps | 1306 | Not measured | Only Claude Opus 5 measured |
| Design Arena: agents building mobile apps | 1348 | Not measured | Only Claude Opus 5 measured |
| Design Arena: agents building Android apps | 1256 | Not measured | Only Claude Opus 5 measured |
| Design Arena: agents building Godot games | 1279 | Not measured | Only Claude Opus 5 measured |
| Design Arena: agents building games | 1260 | Not measured | Only Claude Opus 5 measured |
| Design Arena: PowerPoint slides | 1240 | Not measured | Only Claude Opus 5 measured |
| LiveBench research | 88.9% | 72.7% | Claude Opus 5 |
| LiveBench browser | 84.0% | 92.0% | MiniMax M3.1 Flash |
| LiveBench long agentic | 62.1% | 34.7% | Claude Opus 5 |
| SREBench (Vals AI) | 12.2% | Not measured | Only Claude Opus 5 measured |
| Finance Agent (Vals AI) | 58.6% | Not measured | Only Claude Opus 5 measured |
| Tax Agent Bench (Vals AI) | 45.5% | 32.1% | Claude Opus 5 |
| Legal Research Bench (Vals AI) | 55.3% | 34.1% | Claude Opus 5 |
| Harvey's Legal Agent Benchmark (Vals AI) | Not measured | 7.5% | Only MiniMax M3.1 Flash measured |
| Excel Modeling Benchmark (Vals AI) | 73.6% | Not measured | Only Claude Opus 5 measured |
| BioMysteryBench (Vals AI) | 79.3% | Not measured | Only Claude Opus 5 measured |
| Terminal-Bench-Science (Vals AI) | 27.1% | Not measured | Only Claude Opus 5 measured |
| Vals Science Index | 47.9% | Not measured | Only Claude Opus 5 measured |
| Time Horizon Index (Vals AI) | 18.8% | Not measured | Only Claude Opus 5 measured |
| CUA-bench (Vals AI) | 9.0% | Not measured | Only Claude Opus 5 measured |
| APEX-Agents | 65.8% | Not measured | Only Claude Opus 5 measured |
| OSWorld 2.0 | 31.4% | Not measured | Only Claude Opus 5 measured |
| BALROG | 63.4% | Not measured | Only Claude Opus 5 measured |
| PostTrainBench | 35.0% | Not measured | Only Claude Opus 5 measured |
| Vending-Bench 2 | $11,182 | Not measured | Only Claude Opus 5 measured |
| LMArena Search | 1242 | Not measured | Only Claude Opus 5 measured |
| MCP Atlas | 85.8% | Not measured | Only Claude Opus 5 measured |
| Neither model has a result on the other 13 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| GPQA Diamond | 93.4% | Not measured | Only Claude Opus 5 measured |
| LiveBench reasoning | 91.2% | 82.9% | Claude Opus 5 |
| MysteryMechanism (Vals AI) | 37.4% | Not measured | Only Claude Opus 5 measured |
| MMMU Pro (Vals AI) | 89.9% | Not measured | Only Claude Opus 5 measured |
| GPQA Diamond (Artificial Analysis run) | 93.7% | Not measured | Only Claude Opus 5 measured |
| Humanity's Last Exam (Artificial Analysis run) | 54.9% | 48.0% | Claude Opus 5 |
| GPQA Diamond (Epoch AI run) | 93.9% | Not measured | Only Claude Opus 5 measured |
| ARC-AGI | 97.5% | Not measured | Only Claude Opus 5 measured |
| ARC-AGI-2 | 90.4% | Not measured | Only Claude Opus 5 measured |
| SimpleBench | 80.6% | Not measured | Only Claude Opus 5 measured |
| Chess puzzles | 43.0% | Not measured | Only Claude Opus 5 measured |
| Mystery game puzzles | 59.0% | Not measured | Only Claude Opus 5 measured |
| EBR-bench | 45.7% | Not measured | Only Claude Opus 5 measured |
| LMArena Text: hard prompts | 1527 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: expert | 1554 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: hard prompts in English | 1523 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision: diagrams | 1348 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision: homework | 1338 | Not measured | Only Claude Opus 5 measured |
| Humanity's Last Exam (Scale run) | 38.6% | Not measured | Only Claude Opus 5 measured |
| Neither model has a result on the other 4 boards here | |||
MathDirectional onlyPublic boards, shown as published, kept out of the index7 boards, none shared
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| OTIS Mock AIME | 98.9% | Not measured | Only Claude Opus 5 measured |
| FrontierMath, tiers 1 to 3 | 85.6% | Not measured | Only Claude Opus 5 measured |
| FrontierMath, tier 4 | 73.2% | Not measured | Only Claude Opus 5 measured |
| ProofBench | 99.0% | Not measured | Only Claude Opus 5 measured |
| LMArena Text: math | 1533 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: mathematical work | 1544 | Not measured | Only Claude Opus 5 measured |
| MathArena | 70.4% | Not measured | Only Claude Opus 5 measured |
| Neither model has a result on the other 7 boards here | |||
KnowledgeDirectional onlyPublic boards, shown as published, kept out of the index11 boards, none shared
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| MMLU Pro | 91.6% | Not measured | Only Claude Opus 5 measured |
| LegalBench (Vals AI) | 87.0% | Not measured | Only Claude Opus 5 measured |
| CorpFin (Vals AI) | 73.2% | Not measured | Only Claude Opus 5 measured |
| TaxEval (Vals AI) | 75.1% | Not measured | Only Claude Opus 5 measured |
| MortgageTax (Vals AI) | 72.1% | Not measured | Only Claude Opus 5 measured |
| MedCode (Vals AI) | 63.6% | Not measured | Only Claude Opus 5 measured |
| SimpleQA Verified | 59.9% | Not measured | Only Claude Opus 5 measured |
| LMArena Text: science | 1531 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: medicine and healthcare | 1525 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: legal and government | 1530 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: business and finance | 1501 | Not measured | Only Claude Opus 5 measured |
| Neither model has a result on the other 9 boards here | |||
Web designLike-for-likePublic boards, shown as published, kept out of the index10
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| Design Arena: websites | 1309 | Not measured | Only Claude Opus 5 measured |
| Design Arena: UI components | 1346 | Not measured | Only Claude Opus 5 measured |
| Design Arena: game dev | 1338 | Not measured | Only Claude Opus 5 measured |
| Design Arena: data viz | 1330 | Not measured | Only Claude Opus 5 measured |
| Design Arena: 3D | 1334 | Not measured | Only Claude Opus 5 measured |
| Design Arena: all code categories | 1323 | Not measured | Only Claude Opus 5 measured |
| Design Arena: SVG | 1309 | Not measured | Only Claude Opus 5 measured |
| Design Arena: ASCII art | 1352 | Not measured | Only Claude Opus 5 measured |
| LiveBench design | 83.0% | 74.0% | Claude Opus 5 |
GeneralLike-for-likePublic boards, shown as published, kept out of the index20
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| Vals Index | Not measured | 53.8% | Only MiniMax M3.1 Flash measured |
| LiveBench data analysis | 74.6% | 71.4% | Claude Opus 5 |
| Public Benefits Bench (Vals AI) | 76.9% | Not measured | Only Claude Opus 5 measured |
| SAGE (Vals AI) | 49.4% | Not measured | Only Claude Opus 5 measured |
| MedScribe (Vals AI) | 91.0% | Not measured | Only Claude Opus 5 measured |
| Vals Multimodal Index | 73.9% | Not measured | Only Claude Opus 5 measured |
| Long context reasoning (AA-LCR) | 82.0% | 79.7% | Claude Opus 5 |
| DTBench | 97.9% | Not measured | Only Claude Opus 5 measured |
| LMCA | 64.5% | Not measured | Only Claude Opus 5 measured |
| Furniture assembly | 60.8% | Not measured | Only Claude Opus 5 measured |
| LMArena Text | 1509 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: instruction following | 1518 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: creative writing | 1493 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision | 1320 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: English | 1508 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: non-English | 1502 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: Chinese | 1573 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: German | 1527 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: Japanese | 1520 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: Korean | 1517 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: French | 1519 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: Spanish | 1523 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: Russian | 1507 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: Polish | 1522 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: multi-turn | 1500 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: longer queries | 1517 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: writing and language | 1499 | Not measured | Only Claude Opus 5 measured |
| LMArena Text: entertainment and media | 1481 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision: English | 1315 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision: Chinese | 1400 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision: reading text | 1329 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision: humor | 1293 | Not measured | Only Claude Opus 5 measured |
| LMArena Vision: creative writing | 1313 | Not measured | Only Claude Opus 5 measured |
| LMArena Document | 1516 | Not measured | Only Claude Opus 5 measured |
| EQ-Bench 4 | 1385 | Not measured | Only Claude Opus 5 measured |
| Neither model has a result on the other 13 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Claude Opus 5 | MiniMax M3.1 Flash | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Claude Opus 5$0.018Fits in one request
MiniMax M3.1 Flash$0.0004Fits in one request
MiniMax M3.1 Flash costs less
Repository review
50K input + 3K output tokens
Claude Opus 5$0.325Fits in one request
MiniMax M3.1 Flash$0.0093Fits in one request
MiniMax M3.1 Flash costs less
Agent loop
200K input + 10K output tokens
Claude Opus 5$1.25Fits in one request
MiniMax M3.1 Flash$0.036Fits in one request
MiniMax M3.1 Flash costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Anthropic Claude Opus 5 | MiniMax M3.1 Flash |
|---|---|---|
| Maker | Anthropic | MiniMax |
| Weights | No public weights listed | No public weights listed |
| Released | July 24, 2026 | October 19, 2026 |
| Context window | 1M | 1M |
| Input $/Mtok | $5.00 | $0.15 |
| Output $/Mtok | $25.00 | $0.60 |
| Coding index | 83.0 | 59.0 |
| Independent measurements behind it | 6 | 4 |
| Cost per solved task | $1.33 | Not computable |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Claude Opus 5 better than MiniMax M3.1 Flash for coding?
Pick Claude Opus 5 for coding: it scores 83.0 on the Vibe Coding Index against 59.0 for MiniMax M3.1 Flash. Pick MiniMax M3.1 Flash for output tokens 41.7x cheaper ($0.60 vs $25.00 per million) and work measured by LiveBench browser, where it leads.
Which is cheaper, Claude Opus 5 or MiniMax M3.1 Flash?
Claude Opus 5 costs $5.00 per million input tokens and $25.00 per million output tokens; MiniMax M3.1 Flash costs $0.15 and $0.60. Cost per solved task is known for Claude Opus 5 only.
Which has the bigger context window, Claude Opus 5 or MiniMax M3.1 Flash?
Neither: both take 1M tokens.
How many benchmarks is the Claude Opus 5 vs MiniMax M3.1 Flash comparison based on?
18 benchmarks have a result for both models as of October 22, 2026. Claude Opus 5's coding index rests on 6 independent benchmarks and MiniMax M3.1 Flash's on 4. Where only one model has a result, the page says so instead of naming a winner.