Data points: 112
Model compare
The readout for GLM-4.7 and GPT-5, before the detailed comparison sheet.
Weighted outcome: GPT-5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
GPT-5
GPT-5 has the higher weighted result; Model A / B score 44 to 56.
Evidence depth
112 data points
Includes 23 benchmark rows, 0 audit samples, and 9 provider examples.
Selection signal
Start with GPT-5
The charts below split 32 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 GLM-4.7 and GPT-5: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GLM-4.7 | GPT-5 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 44.0 pts | 56.0 pts |
| Benchmark category leads | 3 categories | 3 categories |
| Operational advantages | Average speed | Cheapest input price, First-token latency, Free providers, Provider coverage |
| Context window | 204.8K tokens | 400K tokens |
| Max output | 131.1K tokens | 128K tokens |
| Modalities | Input Text Output Text | Input 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 | GLM-4.7 | GPT-5 |
|---|---|---|
| Developer | Z.ai | OpenAI |
| Released | Dec 2025 | Aug 2025 |
| Parameters | No data | No data |
| Tokenizer | Other | GPT |
| Knowledge cutoff | No data | 2024-09-30 |
| OpenRouter ID | z-ai/glm-4.7 | openai/gpt-5 |
| References | No data | No data |
This report only uses LMSpeed data for GLM-4.7 and GPT-5: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
GLM-4.7
GLM-4.7 is stronger in benchmark categories (Agents, Coding, Reasoning) and operational dimensions (Average speed).
GPT-5
GPT-5 is stronger in benchmark categories (Knowledge, Math, Instruction following) and operational dimensions (Cheapest input price, First-token latency, Free providers, Provider coverage).
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
GLM-4.7
48.9
Avg. score
GPT-5
51.9
GLM-4.7 leads by 1.9
GLM-4.7 leads by 4.4
GLM-4.7 leads by 3.0
GPT-5 leads by 13.6
GPT-5 leads by 12.8
No data
No data
GPT-5 leads by 1.0
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GLM-4.7
winner$2.20/M
Rank #68/162 · confidence 4
GPT-5
$10.00/M
Rank #120/162 · confidence 4
GLM-4.7
winner$1.00/M
Rank #75/162 · confidence 4
GPT-5
$3.44/M
Rank #117/162 · confidence 4
GLM-4.7
winner$0.600/M
Rank #80/162 · confidence 4
GPT-5
$1.25/M
Rank #107/162 · confidence 4
GLM-4.7
64.0
Rank #49/89 · confidence 2 · eval date 2025-10-01
GPT-5
winner75.6
Rank #2/89 · confidence 1 · eval date 2025-08-07
GLM-4.7
1.7
Rank #48/73 · confidence 2 · eval date 2025-10-01
GPT-5
winner5.7
Rank #30/73 · confidence 1 · eval date 2025-08-07
GLM-4.7
79.4%
Rank #66/125 · confidence 4
GPT-5
winner80.6%
Rank #57/125 · confidence 4
GLM-4.7
66.4%
Rank #127/188 · confidence 4
GPT-5
winner67.3%
Rank #121/188 · confidence 4
GLM-4.7
winner6.1%
Rank #127/187 · confidence 4
GPT-5
5.4%
Rank #132/187 · confidence 4
GLM-4.7
winner45.3
Rank #37/59 · confidence 2 · eval date 2025-10-01
GPT-5
37.8
Rank #41/59 · confidence 1 · eval date 2025-08-07
GLM-4.7
winner45.1
Rank #40/96 · confidence 2 · eval date 2025-10-01
GPT-5
42.9
Rank #46/96 · confidence 1 · eval date 2025-08-07
GLM-4.7
winner56.2%
Rank #48/115 · confidence 4
GPT-5
55.8%
Rank #49/115 · confidence 4
GLM-4.7
35.4%
Rank #110/185 · confidence 4
GPT-5
winner38.8%
Rank #83/185 · confidence 4
GLM-4.7
winner90.3
Rank #10/90 · confidence 2 · eval date 2025-10-01
GPT-5
82.1
Rank #31/90 · confidence 1 · eval date 2025-08-07
GLM-4.7
29.3
Rank #44/90 · confidence 2 · eval date 2025-10-01
GPT-5
winner40.7
Rank #20/90 · confidence 1 · eval date 2025-08-07
GLM-4.7
25.1
Rank #44/96 · confidence 2 · eval date 2025-10-01
GPT-5
winner26.5
Rank #39/96 · confidence 1 · eval date 2025-08-07
GLM-4.7
winner85.9
Rank #42/96 · confidence 2 · eval date 2025-10-01
GPT-5
85.4
Rank #45/96 · confidence 1 · eval date 2025-08-07
GLM-4.7
33.7
Rank #52/99 · confidence 2 · eval date 2025-10-01
GPT-5
winner34.7
Rank #48/99 · confidence 1 · eval date 2025-08-07
GLM-4.7
winner1255.0
Rank #30/66 · confidence 2 · eval date 2025-10-01
GPT-5
1214.0
Rank #40/66 · confidence 1 · eval date 2025-08-07
GLM-4.7
67.9
Rank #44/86 · confidence 2 · eval date 2025-10-01
GPT-5
winner73.1
Rank #29/86 · confidence 1 · eval date 2025-08-07
GLM-4.7
winner95.9
Rank #11/84 · confidence 2 · eval date 2025-10-01
GPT-5
84.8
Rank #44/84 · confidence 1 · eval date 2025-08-07
GLM-4.7
winner33.3
Rank #25/50 · confidence 2 · eval date 2025-10-01
GPT-5
28.9
Rank #31/50 · confidence 1 · eval date 2025-08-07
GLM-4.7
winner1166.0
Rank #25/55 · confidence 2 · eval date 2025-10-01
GPT-5
1079.0
Rank #31/55 · confidence 1 · eval date 2025-08-07
GLM-4.7
25.4
Rank #30/55 · confidence 2 · eval date 2025-10-01
GPT-5
winner25.7
Rank #28/55 · confidence 1 · eval date 2025-08-07
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GLM-4.7 | GPT-5 |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | GLM-4.7 | GPT-5 |
|---|---|---|
20 tests | GLM-4.7 GLM-4.7 speed / latency N/A / N/A input / output $0.040/request | GPT-5 gpt-5-chat-latest speed / latency 95 tok/s / 1234ms input / output $2.50/M/$20.00/M |
15 tests | GLM-4.7 speed / latency 134 tok/s / 1161ms input / output No data | GPT-5 speed / latency N/A / N/A input / output No data |
10 tests | GLM-4.7 speed / latency 64 tok/s / 7681ms input / output No data | GPT-5 speed / latency 102 tok/s / 948ms input / output No data |
10 tests | GLM-4.7 speed / latency 39 tok/s / 32323ms input / output No data | GPT-5 speed / latency 38 tok/s / 15844ms input / output No data |
5 tests | GLM-4.7 speed / latency 48 tok/s / 41223ms input / output No data | GPT-5 speed / latency N/A / N/A input / output No data |
GLM-4.7 glm-4.7 speed / latency No data input / output $0/M/$0/M | GPT-5 gpt-5 speed / latency No data input / output $0.086/M | |
GLM-4.7 glm-4.7 speed / latency No data input / output $0.030/M/$0.121/M | GPT-5 gpt-5 speed / latency No data input / output $0.147/M | |
GLM-4.7 glm-4.7 speed / latency No data input / output $0.035/M/$0.139/M | GPT-5 gpt-5-chat speed / latency No data input / output $0.277/M | |
GLM-4.7 GLM-4.7 speed / latency No data input / output $0.040/request | GPT-5 gpt-5 speed / latency No data input / output $2.50/M |
Weighted outcome: GPT-5. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
