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ai, add some more benchmark results and make the tables per-model for easier reading.

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me committed 2026-10-31 07:53:38 -07:00
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tasks/workstation/linux/software/ai/README.md
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@@ -154,6 +154,8 @@ $ fastfetch
``` ```
$ export QUIET=true $ export QUIET=true
$ ollama-test "64000 300000" "4 7 0" 0 "qwen3.5:35b qwen3.6:35b qwen3.8:27b devstral-small-2:24b" $ ollama-test "64000 300000" "4 7 0" 0 "qwen3.5:35b qwen3.6:35b qwen3.8:27b devstral-small-2:24b"
```
| Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) | | Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) |
| :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: | | :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: |
| qwen3.5:35b | 22GB | 64000 | 23GB | 4 | 0 | 100%CPU | 13.36 | 61 | | qwen3.5:35b | 22GB | 64000 | 23GB | 4 | 0 | 100%CPU | 13.36 | 61 |
@@ -162,25 +164,65 @@ $ ollama-test "64000 300000" "4 7 0" 0 "qwen3.5:35b qwen3.6:35b qwen3.8:27b devs
| qwen3.5:35b | 22GB | 262144 | 28GB | 4 | 0 | 100%CPU | 13.69 | 70 | | qwen3.5:35b | 22GB | 262144 | 28GB | 4 | 0 | 100%CPU | 13.69 | 70 |
| qwen3.5:35b | 22GB | 262144 | 28GB | 7 | 0 | 100%CPU | 12.66 | 36 | | qwen3.5:35b | 22GB | 262144 | 28GB | 7 | 0 | 100%CPU | 12.66 | 36 |
| qwen3.5:35b | 22GB | 262144 | 28GB | 0 | 0 | 100%CPU | 11.80 | 38 | | qwen3.5:35b | 22GB | 262144 | 28GB | 0 | 0 | 100%CPU | 11.80 | 38 |
| Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) |
| :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: |
| qwen3.6:35b | 22GB | 64000 | 22GB | 4 | 0 | 100%CPU | 12.57 | 29 | | qwen3.6:35b | 22GB | 64000 | 22GB | 4 | 0 | 100%CPU | 12.57 | 29 |
| qwen3.6:35b | 22GB | 64000 | 22GB | 7 | 0 | 100%CPU | 13.84 | 27 | | qwen3.6:35b | 22GB | 64000 | 22GB | 7 | 0 | 100%CPU | 13.84 | 27 |
| qwen3.6:35b | 22GB | 64000 | 22GB | 0 | 0 | 100%CPU | 12.84 | 32 | | qwen3.6:35b | 22GB | 64000 | 22GB | 0 | 0 | 100%CPU | 12.84 | 32 |
| qwen3.6:35b | 22GB | 262144 | 24GB | 4 | 0 | 100%CPU | 13.68 | 32 | | qwen3.6:35b | 22GB | 262144 | 24GB | 4 | 0 | 100%CPU | 13.68 | 32 |
| qwen3.6:35b | 22GB | 262144 | 24GB | 7 | 0 | 100%CPU | 13.52 | 30 | | qwen3.6:35b | 22GB | 262144 | 24GB | 7 | 0 | 100%CPU | 13.52 | 30 |
| qwen3.6:35b | 22GB | 262144 | 24GB | 0 | 0 | 100%CPU | 13.18 | 29 | | qwen3.6:35b | 22GB | 262144 | 24GB | 0 | 0 | 100%CPU | 13.18 | 29 |
| Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) |
| :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: |
| qwen3.8:27b | 17GB | 64000 | 19GB | 4 | 0 | 100%CPU | 2.08 | 42 | | qwen3.8:27b | 17GB | 64000 | 19GB | 4 | 0 | 100%CPU | 2.08 | 42 |
| qwen3.8:27b | 17GB | 64000 | 19GB | 7 | 0 | 100%CPU | 2.53 | 33 | | qwen3.8:27b | 17GB | 64000 | 19GB | 7 | 0 | 100%CPU | 2.53 | 33 |
| qwen3.8:27b | 17GB | 64000 | 19GB | 0 | 0 | 100%CPU | 2.23 | 38 | | qwen3.8:27b | 17GB | 64000 | 19GB | 0 | 0 | 100%CPU | 2.23 | 38 |
| qwen3.8:27b | 17GB | 262144 | 20GB | 4 | 0 | 100%CPU | 2.07 | 48 | | qwen3.8:27b | 17GB | 262144 | 20GB | 4 | 0 | 100%CPU | 2.07 | 48 |
| qwen3.8:27b | 17GB | 262144 | 20GB | 7 | 0 | 100%CPU | 2.84 | 36 | | qwen3.8:27b | 17GB | 262144 | 20GB | 7 | 0 | 100%CPU | 2.84 | 36 |
| qwen3.8:27b | 17GB | 262144 | 20GB | 0 | 0 | 100%CPU | 2.15 | 40 | | qwen3.8:27b | 17GB | 262144 | 20GB | 0 | 0 | 100%CPU | 2.15 | 40 |
| Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) |
| :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: |
| devstral-small-2:24b | 15GB | 64000 | 26GB | 4 | 0 | 100%CPU | 2.25 | 94 | | devstral-small-2:24b | 15GB | 64000 | 26GB | 4 | 0 | 100%CPU | 2.25 | 94 |
| devstral-small-2:24b | 15GB | 64000 | 26GB | 7 | 0 | 100%CPU | 2.34 | 81 | | devstral-small-2:24b | 15GB | 64000 | 26GB | 7 | 0 | 100%CPU | 2.34 | 81 |
| devstral-small-2:24b | 15GB | 64000 | 26GB | 0 | 0 | 100%CPU | 2.29 | 88 | | devstral-small-2:24b | 15GB | 64000 | 26GB | 0 | 0 | 100%CPU | 2.29 | 88 |
| devstral-small-2:24b | 15GB | | | 4 | 0 | | 0.00 | 31 | | devstral-small-2:24b | 15GB | | | 4 | 0 | | 0.00 | 31 |
| devstral-small-2:24b | 15GB | | | 7 | 0 | | 0.00 | 27 | | devstral-small-2:24b | 15GB | | | 7 | 0 | | 0.00 | 27 |
| devstral-small-2:24b | 15GB | | | 0 | 0 | | 0.00 | 26 | | devstral-small-2:24b | 15GB | | | 0 | 0 | | 0.00 | 26 |
```
#### Context Speeds
Checking if the context affects the speed of the model. Seems negligible, way less than changing the threads or iGPU.
| Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) |
| :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: |
| qwen3.5:35b | 22GB | 16000 | 22GB | 4 | 0 | 100%CPU | 14.57 | 50 |
| qwen3.5:35b | 22GB | 32000 | 22GB | 4 | 0 | 100%CPU | 13.98 | 53 |
| qwen3.5:35b | 22GB | 64000 | 23GB | 4 | 0 | 100%CPU | 14.14 | 17 |
| qwen3.5:35b | 22GB | 128000 | 24GB | 4 | 0 | 100%CPU | 14.21 | 50 |
| qwen3.5:35b | 22GB | 256000 | 28GB | 4 | 0 | 100%CPU | 14.04 | 68 |
| qwen3.5:35b | 22GB | 262144 | 28GB | 4 | 0 | 100%CPU | 14.17 | 17 |
| Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) |
| :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: |
| qwen3.6:35b | 22GB | 16000 | 22GB | 4 | 0 | 100%CPU | 15.29 | 28 |
| qwen3.6:35b | 22GB | 32000 | 22GB | 4 | 0 | 100%CPU | 15.16 | 38 |
| qwen3.6:35b | 22GB | 64000 | 22GB | 4 | 0 | 100%CPU | 14.12 | 28 |
| qwen3.6:35b | 22GB | 128000 | 23GB | 4 | 0 | 100%CPU | 12.67 | 31 |
| qwen3.6:35b | 22GB | 256000 | 24GB | 4 | 0 | 100%CPU | 14.03 | 29 |
| qwen3.6:35b | 22GB | 262144 | 24GB | 4 | 0 | 100%CPU | 15.21 | 29 |
| Model | HDD | Context | RAM | Threads | iGPU | Processor | Speed (t/s) | Time (s) |
| :------------------------ | -----: | -------: | -----: | ------: | ---: | --------: | ----------: | -------: |
| devstral-small-2:24b | 15GB | 16000 | 17GB | 4 | 0 | 100%CPU | 2.90 | 87 |
| devstral-small-2:24b | 15GB | 32000 | 20GB | 4 | 0 | 100%CPU | 2.71 | 87 |
| devstral-small-2:24b | 15GB | 64000 | 26GB | 4 | 0 | 100%CPU | 2.36 | 91 |
| devstral-small-2:24b | 15GB | 128000 | 36GB | 4 | 0 | 100%CPU | 2.76 | 94 |
| devstral-small-2:24b | 15GB | 256000 | 58GB | 4 | 0 | 100%CPU | 2.30 | 100 |
| devstral-small-2:24b | 15GB | 264000 | 59GB | 4 | 0 | 100%CPU | 2.84 | 100 |
## Tokens per CPU Count ## Tokens per CPU Count