Data points: 106
Model compare
The readout for GLM-4.7 and GPT-4o, before the detailed comparison sheet.
Weighted outcome: GLM-4.7. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
GLM-4.7
GLM-4.7 has the higher weighted result; Model A / B score 74.7 to 25.3.
Evidence depth
106 data points
Includes 20 benchmark rows, 0 audit samples, and 10 provider examples.
Selection signal
Start with GLM-4.7
The charts below split 30 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-4o: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | GLM-4.7 | GPT-4o |
|---|---|---|
| Overall leader | Leading | Contender |
| Weighted overall score | 74.7 pts | 25.3 pts |
| Benchmark category leads | 5 categories | 1 categories |
| Operational advantages | Average speed, Provider coverage | Cheapest input price, First-token latency, Free providers |
| Context window | 204.8K tokens | 128K tokens |
| Max output | 131.1K tokens | 16.4K 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-4o |
|---|---|---|
| Developer | Z.ai | OpenAI |
| Released | Dec 2025 | Nov 2024 |
| Parameters | No data | No data |
| Tokenizer | Other | GPT |
| Knowledge cutoff | No data | 2023-10-31 |
| OpenRouter ID | z-ai/glm-4.7 | openai/gpt-4o |
| References | No data | No data |
This report only uses LMSpeed data for GLM-4.7 and GPT-4o: 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, Math, Instruction following) and operational dimensions (Average speed, Provider coverage).
GPT-4o
GPT-4o is stronger in benchmark categories (Knowledge) and operational dimensions (Cheapest input price, First-token latency, 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
GLM-4.7
48.8
Avg. score
GPT-4o
43.2
GLM-4.7 leads by 8.6
GLM-4.7 leads by 7.2
GLM-4.7 leads by 14.4
GPT-4o leads by 13.7
GLM-4.7 leads by 6.6
No data
No data
GLM-4.7 leads by 10.6
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
GLM-4.7
39.0
Rank #82/84 · confidence 2 · eval date 2025-10-01
GPT-4o
winner43.0
Rank #76/84 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner$2.20/M
Rank #68/162 · confidence 4
GPT-4o
$10.00/M
Rank #120/162 · confidence 4
GLM-4.7
winner$1.00/M
Rank #75/162 · confidence 4
GPT-4o
$4.38/M
Rank #127/162 · confidence 4
GLM-4.7
winner$0.600/M
Rank #80/162 · confidence 4
GPT-4o
$2.50/M
Rank #131/162 · confidence 4
GLM-4.7
winner79.4%
Rank #66/125 · confidence 4
GPT-4o
74.8%
Rank #90/125 · confidence 4
GLM-4.7
winner66.4%
Rank #127/188 · confidence 4
GPT-4o
54.3%
Rank #156/188 · confidence 4
GLM-4.7
winner6.1%
Rank #127/187 · confidence 4
GPT-4o
3.3%
Rank #180/187 · confidence 4
GLM-4.7
winner45.1
Rank #40/96 · confidence 2 · eval date 2025-10-01
GPT-4o
33.3
Rank #80/96 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner56.2%
Rank #48/115 · confidence 4
GPT-4o
30.9%
Rank #88/115 · confidence 4
GLM-4.7
winner35.4%
Rank #110/185 · confidence 4
GPT-4o
33.3%
Rank #120/185 · confidence 4
GLM-4.7
winner2.4
Rank #42/47 · confidence 2 · eval date 2025-10-01
GPT-4o
0.3
Rank #47/47 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner26.1
Rank #51/56 · confidence 2 · eval date 2025-10-01
GPT-4o
25.4
Rank #54/56 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner90.3
Rank #10/90 · confidence 2 · eval date 2025-10-01
GPT-4o
37.9
Rank #75/90 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner85.9
Rank #42/96 · confidence 2 · eval date 2025-10-01
GPT-4o
54.3
Rank #91/96 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner25.1
Rank #44/96 · confidence 2 · eval date 2025-10-01
GPT-4o
3.3
Rank #94/96 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner29.3
Rank #44/90 · confidence 2 · eval date 2025-10-01
GPT-4o
19.7
Rank #75/90 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner33.7
Rank #52/99 · confidence 2 · eval date 2025-10-01
GPT-4o
11.2
Rank #90/99 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner1251.0
Rank #31/66 · confidence 2 · eval date 2025-10-01
GPT-4o
856.0
Rank #65/66 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner67.9
Rank #44/86 · confidence 2 · eval date 2025-10-01
GPT-4o
34.3
Rank #82/86 · confidence 1 · eval date 2024-05-13
GLM-4.7
winner95.9
Rank #11/84 · confidence 2 · eval date 2025-10-01
GPT-4o
25.1
Rank #75/84 · confidence 1 · eval date 2024-05-13
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | GLM-4.7 | GPT-4o |
|---|---|---|
| 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-4o |
|---|---|---|
20 tests | GLM-4.7 speed / latency N/A / N/A input / output No data | GPT-4o speed / latency 88 tok/s / 1593ms input / output No data |
10 tests | GLM-4.7 speed / latency N/A / N/A input / output No data | GPT-4o speed / latency 57 tok/s / 3381ms input / output No data |
5 tests | GLM-4.7 speed / latency 48 tok/s / 41223ms input / output No data | GPT-4o speed / latency N/A / N/A input / output No data |
5 tests | GLM-4.7 speed / latency N/A / N/A input / output No data | GPT-4o speed / latency 48 tok/s / 13138ms input / output No data |
5 tests | GLM-4.7 speed / latency 64 tok/s / 7681ms input / output No data | GPT-4o 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-4o gpt-4o speed / latency No data input / output $0.171/M | |
GLM-4.7 glm-4.7 speed / latency No data input / output $37.50/M/$37.50/M | GPT-4o gpt-4o speed / latency No data input / output $0.025/M | |
GLM-4.7 glm-4.7 speed / latency No data input / output $0.035/M/$0.139/M | GPT-4o gpt-4o speed / latency No data input / output $0.554/M | |
GLM-4.7 GLM-4.7 speed / latency No data input / output $0.040/request | GPT-4o gpt-4o-2024-05-13 speed / latency No data input / output $10.00/M | |
GLM-4.7 GLM-4.7 speed / latency No data input / output $0.040/request | GPT-4o gpt-4o-2024-05-13 speed / latency No data input / output $10.00/M |
Weighted outcome: GLM-4.7. 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 modeWeb search |
|---|
