Data points: 118
Model compare
The readout for Claude Opus 4.7 and GPT-5, before the detailed comparison sheet.
Weighted outcome: Claude Opus 4.7. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
Claude Opus 4.7
Claude Opus 4.7 has the higher weighted result; Model A / B score 65.3 to 34.7.
Evidence depth
118 data points
Includes 19 benchmark rows, 3 audit samples, and 6 provider examples.
Selection signal
Start with Claude Opus 4.7
The charts below split 28 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
This report only uses LMSpeed data for Claude Opus 4.7 and GPT-5: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Claude Opus 4.7 | GPT-5 |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 65.3 pts | 34.7 pts |
| Benchmark category leads | 4 categories | 2 categories |
| Operational advantages | Cheapest input price, First-token latency, Provider coverage | Average speed, Free providers |
| Context window | 1M tokens | 400K tokens |
| Max output | 128K tokens | 128K tokens |
| Modalities | Input TextImageFile Output Text |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | Claude Opus 4.7 | GPT-5 |
|---|---|---|
| Developer | Anthropic | OpenAI |
| Released | May 2026 | Aug 2025 |
| Parameters | No data | No data |
| Tokenizer | Claude | GPT |
| Knowledge cutoff | No data | 2024-09-30 |
| OpenRouter ID | anthropic/claude-opus-4.7 | openai/gpt-5 |
| References | No data | No data |
This report only uses LMSpeed data for Claude Opus 4.7 and GPT-5: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Claude Opus 4.7
Claude Opus 4.7 is stronger in benchmark categories (Agents, Coding, Reasoning, Knowledge) and operational dimensions (Cheapest input price, First-token latency, Provider coverage).
GPT-5
GPT-5 is stronger in benchmark categories (Math, Instruction following) and operational dimensions (Average speed, Free providers).
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
Claude Opus 4.7
54.5
Avg. score
GPT-5
51.9
Claude Opus 4.7 leads by 9.4
Claude Opus 4.7 leads by 11.4
Claude Opus 4.7 leads by 4.6
Claude Opus 4.7 leads by 3.8
GPT-5 leads by 4.8
No data
No data
GPT-5 leads by 8.6
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Claude Opus 4.7
$5.00/M
Rank #146/162 · confidence 4
GPT-5
winner$1.25/M
Rank #107/162 · confidence 4
Claude Opus 4.7
$10.00/M
Rank #147/162 · confidence 4
GPT-5
winner$3.44/M
Rank #117/162 · confidence 4
Claude Opus 4.7
$25.00/M
Rank #147/162 · confidence 4
GPT-5
winner$10.00/M
Rank #120/162 · confidence 4
Claude Opus 4.7
67.0
Rank #34/89 · confidence 1 · eval date 2026-04-16
GPT-5
winner75.6
Rank #2/89 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner91.4%
Rank #13/188 · confidence 4
GPT-5
67.3%
Rank #121/188 · confidence 4
Claude Opus 4.7
winner39.6%
Rank #14/187 · confidence 4
GPT-5
5.4%
Rank #132/187 · confidence 4
Claude Opus 4.7
5.1
Rank #33/73 · confidence 1 · eval date 2026-04-16
GPT-5
winner5.7
Rank #30/73 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner71.0
Rank #1/33 · confidence 1 · eval date 2026-04-16
GPT-5
20.1
Rank #22/33 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner54.5%
Rank #7/185 · confidence 4
GPT-5
38.8%
Rank #83/185 · confidence 4
Claude Opus 4.7
winner50.1
Rank #21/96 · confidence 1 · eval date 2026-04-16
GPT-5
42.9
Rank #46/96 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner43.5
Rank #17/90 · confidence 1 · eval date 2026-04-16
GPT-5
40.7
Rank #20/90 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner42.7
Rank #20/99 · confidence 1 · eval date 2026-04-16
GPT-5
34.7
Rank #48/99 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner31.2
Rank #30/96 · confidence 1 · eval date 2026-04-16
GPT-5
26.5
Rank #39/96 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner88.5
Rank #31/96 · confidence 1 · eval date 2026-04-16
GPT-5
85.4
Rank #45/96 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
51.9
Rank #64/90 · confidence 1 · eval date 2026-04-16
GPT-5
winner82.1
Rank #31/90 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner1325.0
Rank #4/66 · confidence 1 · eval date 2026-04-16
GPT-5
1214.0
Rank #40/66 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
winner76.4
Rank #21/57 · confidence 1 · eval date 2026-04-16
GPT-5
74.2
Rank #32/57 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
43.6
Rank #63/86 · confidence 1 · eval date 2026-04-16
GPT-5
winner73.1
Rank #29/86 · confidence 1 · eval date 2025-08-07
Claude Opus 4.7
74.0
Rank #60/84 · confidence 1 · eval date 2026-04-16
GPT-5
winner84.8
Rank #44/84 · confidence 1 · eval date 2025-08-07
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Claude Opus 4.7 | GPT-5 |
|---|---|---|
Winner: Claude Opus 4.7 | Claude Opus 4.7 claude-opus-4-7 Audit score 97 10010010088 | GPT-5 gpt-5 No audit yet |
Winner: Claude Opus 4.7 | Claude Opus 4.7 claude-opus-4-7 Audit score 87 848480100 | GPT-5 gpt-5 No audit yet |
Winner: Claude Opus 4.7 | Claude Opus 4.7 claude-opus-4-7 Audit score 86 5910086100 | GPT-5 gpt-5 No audit yet |
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | Claude Opus 4.7 | GPT-5 |
|---|---|---|
20 tests | Claude Opus 4.7 speed / latency N/A / N/A input / output No data | GPT-5 speed / latency 95 tok/s / 1234ms input / output No data |
10 tests | Claude Opus 4.7 speed / latency 52 tok/s / 3590ms input / output No data | GPT-5 speed / latency N/A / N/A input / output No data |
5 tests | Claude Opus 4.7 speed / latency N/A / N/A input / output No data | GPT-5 speed / latency 45 tok/s / 3704ms input / output No data |
5 tests | Claude Opus 4.7 claude-opus-4-7 speed / latency 19 tok/s / 28790ms input / output $0.479/M/$2.40/M | GPT-5 gpt-5 speed / latency N/A / N/A input / output $0/M |
5 tests | Claude Opus 4.7 speed / latency N/A / N/A input / output No data | GPT-5 speed / latency 46 tok/s / 6577ms input / output No data |
Claude Opus 4.7 claude-opus-4-7 speed / latency No data input / output $0/request | GPT-5 gpt-5-chat-latest speed / latency No data input / output $0/request |
Weighted outcome: Claude Opus 4.7. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Input
Output
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
