A
Anthropic
Claude Opus 4.7
- Model type
- Proprietary
- Evidence state
- Supported evidence
- Published context
- 1,000,000
Claude Opus 4.7 vs
GPT-4o
Read the published evidence, route context, and missing facts before making a local decision. This page does not name a universal winner.
Models in this comparison
Provider identity and evidence state stay balanced across the pair.
O
OpenAI
GPT-4o
- Model type
- Proprietary
- Evidence state
- Supported evidence
- Published context
- 128,000
Key implications
Limited shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.
- On Overall, Claude Opus 4.7 has a higher supported BenchLM score (72.33 vs 41.11).
- Input API price: GPT-4o has the lower verified rate ($2.5 / 1M tokens vs $5 / 1M tokens).
- Output API price: GPT-4o has the lower verified rate ($10 / 1M tokens vs $25 / 1M tokens).
- Context window: Claude Opus 4.7 has the larger published context window (1,000,000 tokens vs 128,000 tokens).
Shared metric view
A radar is shown only when at least four compatible supported score metrics are published.
Comparable metric detail
- AgenticClaude Opus 4.7: 58.5 · GPT-4o: Unavailable
- CodingClaude Opus 4.7: 68.72 · GPT-4o: Unavailable
- KnowledgeClaude Opus 4.7: 63.9 · GPT-4o: Unavailable
- MathClaude Opus 4.7: 61.8 · GPT-4o: 25.4
- OverallClaude Opus 4.7: 72.33 · GPT-4o: 41.11
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Claude Opus 4.7 | GPT-4o |
|---|---|---|---|
| Agentic | score | 58.5 | Unavailable |
| Coding | score | 68.72 | Unavailable |
| Knowledge | score | 63.9 | Unavailable |
| Math | score | 61.8 | 25.4 |
| Overall | score | 72.33 | 41.11 |
Agentic
- Unit
- score
- Claude Opus 4.7
- 58.5
- GPT-4o
- Unavailable
Coding
- Unit
- score
- Claude Opus 4.7
- 68.72
- GPT-4o
- Unavailable
Knowledge
- Unit
- score
- Claude Opus 4.7
- 63.9
- GPT-4o
- Unavailable
Math
- Unit
- score
- Claude Opus 4.7
- 61.8
- GPT-4o
- 25.4
Overall
- Unit
- score
- Claude Opus 4.7
- 72.33
- GPT-4o
- 41.11
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Claude Opus 4.7 | GPT-4o |
|---|---|---|---|
| Input API price | USD / 1M tokens | $5 | $2.5 |
| Output API price | USD / 1M tokens | $25 | $10 |
| Route context | tokens | 1,000,000 | 128,000 |
| Input modalities | published list | Not verified | Not verified |
| Output modalities | published list | Not verified | Not verified |
Input API price
- Unit
- USD / 1M tokens
- Claude Opus 4.7
- $5
- GPT-4o
- $2.5
Output API price
- Unit
- USD / 1M tokens
- Claude Opus 4.7
- $25
- GPT-4o
- $10
Route context
- Unit
- tokens
- Claude Opus 4.7
- 1,000,000
- GPT-4o
- 128,000
Input modalities
- Unit
- published list
- Claude Opus 4.7
- Not verified
- GPT-4o
- Not verified
Output modalities
- Unit
- published list
- Claude Opus 4.7
- Not verified
- GPT-4o
- Not verified
Evidence provenance
Source records, route identity, timestamps, and methodology are consolidated here without declaring either model a winner.
- Publication time
- Aug 30, 2026, 2:15 AM UTC
- Freshness
- Stale — Published weekly benchmark evidence has not refreshed within 8 days.
- Methodology
- benchlm: benchlm_raw_composite
- Model records
- Claude Opus 4.7 — source benchlm · artifact models · model claude-opus-4-7
- GPT-4o — source benchlm · artifact models · model gpt-4o
- Selected price routes
- Claude Opus 4.7 — route benchlm:claude-opus-4-7 · source benchlm · provider anthropic
- GPT-4o — route benchlm:gpt-4o · source benchlm · provider openai
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