Daily AI model performance comparison across code generation, translation, and long-context summarization. Data is automatically generated and updated daily at 03:00 UTC+8.
(Auto-updated daily from our Benchmark script)
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 24.45s | 2.18s | 1.82s |
| deepseek-v4-pro-202606 | 4.08s | 2.78s | 2.51s |
| qwen3.5-flash | 1.83s | 6.46s | 3.9s |
| qwen3.6-flash | 13.56s | 11.21s | 12.73s |
| qwen3.5-plus | 6.49s | 47.3s | 23.84s |
| qwen3.7-plus | 25.95s | 9.31s | 22.43s |
| dola-Seed-2.0-lite | 20.09s | 10.42s | 7.84s |
| dola-Seed-2.0-mini | 8.24s | 8.91s | 2.98s |
| dola-Seed-2.0-pro | 11.55s | 5.26s | 4.81s |
| dola-Seed-2.1-turbo | 46.41s | 23.68s | 12.16s |
| hy3 | 4.24s | 1.23s | 1.73s |
| kimi-k3 | 15.29s | 5.82s | 4.07s |
| glm-5.2 | 4.65s | 3.52s | 2.48s |
| hy-mt2-plus | 2.02s | 0.62s | 1.06s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 4.96s | 1.96s | 1.91s |
| deepseek-v4-pro-202606 | 4.28s | 2.57s | 2.27s |
| qwen3.5-flash | 1.45s | 12.9s | 3.75s |
| qwen3.6-flash | 16.59s | 10.06s | 7.16s |
| qwen3.5-plus | 5.23s | 34.73s | 22.06s |
| qwen3.7-plus | 20.23s | 9.63s | 30.57s |
| dola-Seed-2.0-lite | 16.95s | 12.2s | 7.31s |
| dola-Seed-2.0-mini | 12.86s | 5.12s | 3.98s |
| dola-Seed-2.0-pro | 13.94s | 3.92s | 4.98s |
| dola-Seed-2.1-turbo | 32.08s | 10.9s | 5.35s |
| hy3 | 3.23s | 1.24s | 1.91s |
| kimi-k3 | FAIL | FAIL | FAIL |
| glm-5.2 | 3.38s | 2.55s | 2.61s |
| hy-mt2-plus | 2.04s | 0.71s | 0.89s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.85s | 2.25s | 1.87s |
| deepseek-v4-pro-202606 | 4.16s | 2.78s | 2.33s |
| qwen3.5-flash | 1.48s | 8.93s | 10.1s |
| qwen3.6-flash | 11.91s | 16.2s | 10.54s |
| qwen3.5-plus | 6.09s | 51.01s | 62.1s |
| qwen3.7-plus | 27.05s | 8.3s | 22.04s |
| dola-Seed-2.0-lite | 18.71s | 11.52s | 6.51s |
| dola-Seed-2.0-mini | 6.9s | 6.37s | 3.21s |
| dola-Seed-2.0-pro | 13.33s | 5.52s | 4.32s |
| dola-Seed-2.1-turbo | 33.95s | 18.11s | 16.04s |
| hy3 | 3.06s | 1.26s | 1.99s |
| kimi-k3 | FAIL | FAIL | FAIL |
| glm-5.2 | 4.67s | 2.43s | 2.87s |
| hy-mt2-plus | 1.99s | 0.67s | 0.97s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.52s | 1.99s | 1.72s |
| deepseek-v4-pro-202606 | 3.3s | 2.56s | 1.93s |
| qwen3.5-flash | 17.61s | 10.28s | 11.49s |
| qwen3.6-flash | 14.81s | 9.36s | 7.37s |
| qwen3.5-plus | 4.76s | 37.24s | 23.9s |
| qwen3.7-plus | 27.62s | 11.94s | 32.49s |
| dola-Seed-2.0-lite | 15.9s | 9.36s | 6.14s |
| dola-Seed-2.0-mini | 6.08s | 2.85s | 2.76s |
| dola-Seed-2.0-pro | 12.02s | 6.82s | 4.3s |
| glm-5.2 | 4.53s | 3.3s | 2.9s |
| hy-mt2-plus | 1.9s | 0.6s | 1.16s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 24.45s | 2.18s | 1.82s |
| deepseek-v4-pro-202606 | 4.08s | 2.78s | 2.51s |
| qwen3.5-flash | 1.83s | 6.46s | 3.9s |
| qwen3.6-flash | 13.56s | 11.21s | 12.73s |
| qwen3.5-plus | 6.49s | 47.3s | 23.84s |
| qwen3.7-plus | 25.95s | 9.31s | 22.43s |
| dola-Seed-2.0-lite | 20.09s | 10.42s | 7.84s |
| dola-Seed-2.0-mini | 8.24s | 8.91s | 2.98s |
| dola-Seed-2.0-pro | 11.55s | 5.26s | 4.81s |
| dola-Seed-2.1-turbo | 46.41s | 23.68s | 12.16s |
| hy3 | 4.24s | 1.23s | 1.73s |
| kimi-k3 | 15.29s | 5.82s | 4.07s |
| glm-5.2 | 4.65s | 3.52s | 2.48s |
| hy-mt2-plus | 2.02s | 0.62s | 1.06s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 4.96s | 1.96s | 1.91s |
| deepseek-v4-pro-202606 | 4.28s | 2.57s | 2.27s |
| qwen3.5-flash | 1.45s | 12.9s | 3.75s |
| qwen3.6-flash | 16.59s | 10.06s | 7.16s |
| qwen3.5-plus | 5.23s | 34.73s | 22.06s |
| qwen3.7-plus | 20.23s | 9.63s | 30.57s |
| dola-Seed-2.0-lite | 16.95s | 12.2s | 7.31s |
| dola-Seed-2.0-mini | 12.86s | 5.12s | 3.98s |
| dola-Seed-2.0-pro | 13.94s | 3.92s | 4.98s |
| dola-Seed-2.1-turbo | 32.08s | 10.9s | 5.35s |
| hy3 | 3.23s | 1.24s | 1.91s |
| kimi-k3 | FAIL | FAIL | FAIL |
| glm-5.2 | 3.38s | 2.55s | 2.61s |
| hy-mt2-plus | 2.04s | 0.71s | 0.89s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.85s | 2.25s | 1.87s |
| deepseek-v4-pro-202606 | 4.16s | 2.78s | 2.33s |
| qwen3.5-flash | 1.48s | 8.93s | 10.1s |
| qwen3.6-flash | 11.91s | 16.2s | 10.54s |
| qwen3.5-plus | 6.09s | 51.01s | 62.1s |
| qwen3.7-plus | 27.05s | 8.3s | 22.04s |
| dola-Seed-2.0-lite | 18.71s | 11.52s | 6.51s |
| dola-Seed-2.0-mini | 6.9s | 6.37s | 3.21s |
| dola-Seed-2.0-pro | 13.33s | 5.52s | 4.32s |
| dola-Seed-2.1-turbo | 33.95s | 18.11s | 16.04s |
| hy3 | 3.06s | 1.26s | 1.99s |
| kimi-k3 | FAIL | FAIL | FAIL |
| glm-5.2 | 4.67s | 2.43s | 2.87s |
| hy-mt2-plus | 1.99s | 0.67s | 0.97s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.52s | 1.99s | 1.72s |
| deepseek-v4-pro-202606 | 3.3s | 2.56s | 1.93s |
| qwen3.5-flash | 17.61s | 10.28s | 11.49s |
| qwen3.6-flash | 14.81s | 9.36s | 7.37s |
| qwen3.5-plus | 4.76s | 37.24s | 23.9s |
| qwen3.7-plus | 27.62s | 11.94s | 32.49s |
| dola-Seed-2.0-lite | 15.9s | 9.36s | 6.14s |
| dola-Seed-2.0-mini | 6.08s | 2.85s | 2.76s |
| dola-Seed-2.0-pro | 12.02s | 6.82s | 4.3s |
| glm-5.2 | 4.53s | 3.3s | 2.9s |
| hy-mt2-plus | 1.9s | 0.6s | 1.16s |
| deepseek-v4-flash-202605 | 4.31s | 9.83s | 2.08s | | deepseek-v4-pro-202606 | 4.25s | 2.85s | 2.4s | | qwen3.7-plus | 25.13s | 8.93s | 34.01s | | dola-Seed-2.0-lite | 18.66s | 8.71s | 5.73s | | dola-Seed-2.0-mini | 4.77s | 3.66s | 2.66s | | dola-Seed-2.0-pro | 10.99s | 6.66s | 4.34s | | glm-5.2 | 3.55s | 2.94s | 2.5s | | hy-mt2-plus | 2.02s | 0.71s | 1.13s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 5.4s | 2.47s | 2.31s |
| deepseek-v4-pro-202606 | 4.37s | 3.23s | 2.75s |
| qwen3.7-plus | 20.95s | 8.87s | 22.47s |
| dola-Seed-2.0-lite | 21.22s | 8.94s | 11.12s |
| dola-Seed-2.0-mini | 6.36s | 3.69s | 2.75s |
| dola-Seed-2.0-pro | 10.44s | 4.83s | 5.23s |
| glm-5.2 | 3.43s | 2.61s | 1.94s |
| hy-mt2-plus | 2.02s | 0.59s | 1.27s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 4.15s | 2.3s | 2.16s |
| deepseek-v4-pro-202606 | 4.39s | 2.67s | 2.39s |
| qwen3.7-plus | 29.76s | 8.8s | 16.27s |
| dola-Seed-2.0-lite | 17.39s | 8.48s | 7.98s |
| dola-Seed-2.0-mini | 6.15s | 3.8s | 2.71s |
| dola-Seed-2.0-pro | 12.73s | 4.93s | 4.78s |
| glm-5.2 | 4.64s | 2.84s | 2.5s |
| hy-mt2-plus | 1.94s | 0.76s | 1.0s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.95s | 2.17s | 2.11s |
| deepseek-v4-pro-202606 | 4.08s | 2.97s | 2.67s |
| qwen3.7-plus | 21.89s | 10.4s | 22.37s |
| dola-Seed-2.0-lite | 22.78s | 7.87s | 6.87s |
| dola-Seed-2.0-mini | 7.76s | 3.74s | 2.84s |
| dola-Seed-2.0-pro | 14.22s | 6.03s | 5.05s |
| glm-5.2 | 4.32s | 3.24s | 2.17s |
| hy-mt2-plus | 1.91s | 0.48s | 1.13s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.77s | 2.22s | 2.02s |
| deepseek-v4-pro-202606 | 3.91s | 2.55s | 2.24s |
| qwen3.7-plus | 26.67s | 7.17s | 33.76s |
| dola-Seed-2.0-lite | 16.47s | 12.03s | 7.9s |
| dola-Seed-2.0-mini | 8.52s | 4.74s | 2.98s |
| dola-Seed-2.0-pro | 12.27s | 4.55s | 6.84s |
| glm-5.2 | 4.63s | 2.51s | 2.67s |
| hy-mt2-plus | 1.94s | 0.79s | 1.01s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.85s | 2.24s | 1.99s |
| deepseek-v4-pro-202606 | 3.59s | 2.83s | 2.18s |
| qwen3.7-plus | 23.8s | 9.22s | 24.17s |
| dola-Seed-2.0-lite | 22.61s | 12.72s | 8.4s |
| dola-Seed-2.0-mini | 5.62s | 2.21s | 2.79s |
| dola-Seed-2.0-pro | 12.11s | 6.61s | 4.49s |
| glm-5.2 | 5.43s | 3.23s | 6.34s |
| hy-mt2-plus | 2.02s | 0.57s | 1.02s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 3.85s | 2.26s | 2.02s |
| qwen3.7-plus | 25.42s | 9.89s | 32.35s |
| dola-Seed-2.0-lite | 14.58s | 10.09s | 6.41s |
| glm-5.2 | 5.03s | 2.28s | 2.25s |
| hy-mt2-plus | 2.02s | 0.71s | 1.0s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 4.39s | 2.54s | 2.05s |
| qwen3.7-plus | 29.0s | 10.73s | 33.78s |
| dola-Seed-2.0-lite | 17.84s | 9.24s | 8.84s |
| glm-5.2 | 3.78s | 2.91s | 2.32s |
| hy-mt2-plus | 2.18s | 0.72s | 1.1s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 4.12s | 2.63s | 2.14s |
| qwen3.7-plus | 26.48s | 8.34s | 23.71s |
| dola-Seed-2.0-lite | 21.94s | 10.63s | 8.3s |
| glm-5.2 | 4.03s | 3.39s | 2.33s |
| hy-mt2-plus | 1.99s | 0.9s | 1.11s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 4.86s | 2.51s | 2.19s |
| qwen3.7-plus | 25.46s | 8.73s | 25.63s |
| dola-Seed-2.0-lite | 18.2s | 9.94s | 66.48s |
| glm-5.2 | 4.25s | 3.05s | 4.62s |
| hy-mt2-plus | 1.99s | 0.92s | 1.17s |
| Model | Code Generation | Translation | Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | 4.05s | 2.49s | 14.6s |
| qwen3.7-plus | 21.8s | 9.13s | 27.26s |
| dola-Seed-2.0-lite | 16.67s | 11.84s | 5.93s |
| glm-5.2 | 4.49s | 2.74s | 2.38s |
| hy-mt2-plus | 2.14s | 1.09s | 1.28s |
| Model | π» Code Generation | π Translation | π Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | β 12.87s | β 2.43s | β 2.05s |
| qwen3.7-plus | β 33.68s | β 10.23s | β 45.83s |
| dola-Seed-2.0-lite | β 16.37s | β 13.86s | β 8.16s |
| glm-5.2 | β 4.26s | β 2.4s | β 2.82s |
| hy-mt2-plus | β 2.13s | β 0.94s | β 1.1s |
| Model | π» Code Generation | π Translation | π Long Context Summary |
|---|---|---|---|
| deepseek-v4-flash-202605 | β 3.73s | β 2.07s | β 1.94s |
| qwen3.7-plus | β 24.87s | β 7.76s | β 27.28s |
| dola-Seed-2.0-lite | β 17.83s | β 9.25s | β 5.91s |
| glm-5.2 | β 4.98s | β 4.04s | β 2.32s |
| hy-mt2-plus | β 2.19s | β 0.91s | β 1.46s |