Model profile
Claude Opus 4.7
Evidence coverage
22 of 300 tracked benchmarks are published. 8 are verified and 14 provisional. 7 of 8 categories are measured.
- Published / tracked
- 22 / 300
- Verified
- 8
- Provisional
- 14
- Categories measured
- 7 / 8
Evidence by category
- Agentic4 benchmarksMixed evidence
- Coding5 benchmarksMixed evidence
- Reasoning2 benchmarksReported
- Knowledge6 benchmarksReported
- Math2 benchmarksVerified
- Multilingual0 benchmarksNot measured
- Multimodal2 benchmarksReported
- Inst. Following1 benchmarkReported
BenchLM is tracking Claude Opus 4.7, but this profile is currently excluded from the public leaderboard because it still lacks enough non-generated benchmark coverage to rank safely. Only non-generated public benchmark rows appear below.
Claude Opus 4.7 is a proprietary model with a 1M token context window. It processes queries without explicit chain-of-thought reasoning, offering faster response times and lower token usage.
Claude Opus 4.7 sits inside the Claude Opus 4.7 family alongside Claude Opus 4.7 (Adaptive). BenchLM links it directly to Claude Opus 4.6 as the earlier related model in that lineage. This profile currently has 22 of 300 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.
Peer position
Exact provisional scores and ranks for the closest listed peers.
Range 68.0–70.0
- DeepSeek V4 Flash (Max)DeepSeekCompare#2870.0DeepSeek V4 Flash (Max) is #28 with a score of 70.0.
- Kimi K2.5 (Reasoning)Moonshot AICompare#2970.0Kimi K2.5 (Reasoning) is #29 with a score of 70.0.
- InklingThinking Machines LabCompare#3069.0Inkling is #30 with a score of 69.0.
- Grok 4.20xAICompare#3168.0Grok 4.20 is #31 with a score of 68.0.
- Claude Opus 4.7Current modelAnthropicUnranked69.0Claude Opus 4.7 is Unranked with a score of 69.0.
- Qwen3.5 397B (Reasoning)AlibabaCompareUnranked69.0Qwen3.5 397B (Reasoning) is Unranked with a score of 69.0.
- Grok 4.1 FastxAICompareUnranked68.0Grok 4.1 Fast is Unranked with a score of 68.0.
Category percentile
More
Relative position among models eligible for each sourced category. A higher percentile means a stronger position within that category's ranked cohort; 100 is highest.
Category evidence
Scores and ranks appear only where this model has published benchmark evidence. Categories without displayable source records remain not measured.
| Category | Score | Rank | Percentile | Weight | Benchmarks | Evidence |
|---|---|---|---|---|---|---|
| AgenticRank Not rankedWeight 22%4 benchmarksMixed sources | 0.0 | Not ranked | Not available | 22% | 4 benchmarks | Mixed sources |
| CodingRank Not rankedWeight 20%5 benchmarksMixed sources | 0.0 | Not ranked | Not available | 20% | 5 benchmarks | Mixed sources |
| ReasoningRank Not rankedWeight 17%2 benchmarksReported | 0.0 | Not ranked | Not available | 17% | 2 benchmarks | Reported |
| KnowledgeRank Not rankedWeight 12%6 benchmarksReported | 0.0 | Not ranked | Not available | 12% | 6 benchmarks | Reported |
| MathRank Not rankedWeight 5%2 benchmarksVerified | 65.7 | Not ranked | Not available | 5% | 2 benchmarks | Verified |
| MultilingualWeight 7%0 benchmarksNot measured | Not measured | Not ranked | Not available | 7% | 0 benchmarks | Not measured |
| MultimodalRank Not rankedWeight 12%2 benchmarksReported | 0.0 | Not ranked | Not available | 12% | 2 benchmarks | Reported |
| Inst. FollowingRank Not rankedWeight 5%1 benchmarkReported | 0.0 | Not ranked | Not available | 5% | 1 benchmark | Reported |
Chatbot Arena performance
Scroll horizontally to inspect confidence intervals and vote counts.
| View | Elo | Confidence interval | Votes |
|---|---|---|---|
| Text Overall | 1494 | ±4.3 | 47,222 |
| Coding | 1550 | ±6.7 | 13,419 |
| Math | 1494 | ±12.6 | 2,445 |
| Instruction Following | 1495 | ±6.2 | 16,077 |
| Creative Writing | 1482 | ±8.1 | 8,037 |
| Multi-turn | 1519 | ±7.9 | 8,415 |
| Hard Prompts | 1521 | ±5.2 | 31,335 |
| Hard Prompts (English) | 1523 | ±6.3 | 15,688 |
| Longer Query | 1511 | ±6.0 | 21,011 |
Benchmark Details
Rows below have a displayable published verification record. Each source link and provenance note remains in the page HTML while its category is closed. Source-unverified manual rows and generated rows stay hidden.
Agentic4 benchmarks
τ²-Bench Tool-Agent-User Evaluation
Gert Labs Composite Game Benchmark
Coding5 benchmarks
Vibe Code Bench v1.1
Artificial Analysis SciCode
FrontierCode Diamond
Reasoning2 benchmarks
Artificial Analysis Long Context Reasoning
Critical Physics Tasks
Knowledge6 benchmarks
Artificial Analysis GPQA Diamond
Artificial Analysis Humanity's Last Exam
Artificial Analysis Omniscience Index
Artificial Analysis Omniscience Accuracy
Artificial Analysis Omniscience Hallucination Rate
Math2 benchmarks
FrontierMath v2 Tiers 1-3
FrontierMath v2 Tier 4
Multimodal2 benchmarks
Artificial Analysis MMMU-Pro
Design Arena Website Elo
Inst. Following1 benchmark
Artificial Analysis IFBench
Frequently Asked Questions
How does Claude Opus 4.7 perform overall in AI benchmarks?
Claude Opus 4.7 has 22 published benchmark scores on BenchLM, but it does not yet have enough non-generated coverage to receive a global overall rank.
Is Claude Opus 4.7 good for knowledge and understanding?
Claude Opus 4.7 has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.
Is Claude Opus 4.7 good for coding and programming?
Claude Opus 4.7 has visible benchmark coverage in coding and programming, but BenchLM does not currently assign it a global category rank there.
Is Claude Opus 4.7 good for mathematics?
Claude Opus 4.7 has visible benchmark coverage in mathematics, but BenchLM does not currently assign it a global category rank there.
Is Claude Opus 4.7 good for reasoning and logic?
Claude Opus 4.7 has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.
Is Claude Opus 4.7 good for agentic tool use and computer tasks?
Claude Opus 4.7 has visible benchmark coverage in agentic tool use and computer tasks, but BenchLM does not currently assign it a global category rank there.
Is Claude Opus 4.7 good for multimodal and grounded tasks?
Claude Opus 4.7 has visible benchmark coverage in multimodal and grounded tasks, but BenchLM does not currently assign it a global category rank there.
Is Claude Opus 4.7 good for instruction following?
Claude Opus 4.7 has visible benchmark coverage in instruction following, but BenchLM does not currently assign it a global category rank there.
Which sibling models are related to Claude Opus 4.7?
Claude Opus 4.7 belongs to the Claude Opus 4.7 family. Related variants on BenchLM include Claude Opus 4.7 (Adaptive).
Does Claude Opus 4.7 have full benchmark coverage on BenchLM?
Not yet. Claude Opus 4.7 currently has 22 published benchmark scores out of the 300 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.
What is the context window size of Claude Opus 4.7?
Claude Opus 4.7 has a context window of 1M, which determines how much text it can process in a single interaction.
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