Compare models on your machine
Not generic leaderboards: every model is rated for your hardware, your tool and your workload — so you can see which one will actually feel better to use.
MacBook Pro M4 Pro 48 GB · Agentic coding / medium repository
- Qwen3.6 35B-A3B5-bit · LM StudioComfortableSpeed 50–70 tok/sUses 25 GBFree 12 GB
- Qwen3.5 35B-A3B5-bit · LM StudioComfortableSpeed 50–70 tok/sUses 25 GBFree 12 GB
- GLM-4.7-Flash (30B-A3B)6-bit · LM StudioComfortableSpeed 35–50 tok/sUses 26 GBFree 10 GB
- Qwen3 32B6-bit · LM StudioTechnically RunsSpeed 5–7 tok/sUses 35 GBFree 2.0 GB
| Model | Confidence | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Qwen3.6 35B-A3B5-bit · LM Studio | Comfortable | 25 GB | 12 GB | Excellent50–70 tok/s | Comfortable | 128K | Strong | Strong | Medium confidence |
| Qwen3.5 35B-A3B5-bit · LM Studio | Comfortable | 25 GB | 12 GB | Excellent50–70 tok/s | Comfortable | 128K | Good | Good | Medium confidence |
| GLM-4.7-Flash (30B-A3B)6-bit · LM Studio | Comfortable | 26 GB | 10 GB | Comfortable35–50 tok/s | Comfortable | 128K | Strong | Strong | Medium confidence |
| Qwen3 32B6-bit · LM Studio | Technically Runs | 35 GB | 2.0 GB | Too slow5–7 tok/s | Too slow | — | Good | Good | Medium confidence |
Qwen3 32B
6-bit · LM Studio
It technically runs, but the experience is not appropriate for agentic coding: the model barely fits: ≈2.0 GB remains, so other apps will compete for memory; generation (5–7 tok/s) is slow for agentic coding — slow steps compound across many agent iterations.
≈2.0 GB headroom
5–7 tok/s
≈4 min first prompt
32K context
Official
Partly suited
Qwen3.6 35B-A3B
5-bit · LM Studio
Yes — this should be comfortable for agentic coding.
≈12 GB headroom
50–70 tok/s
≈20 s first prompt
32K context
Official
Suited
Qwen3.5 35B-A3B
5-bit · LM Studio
Yes — this should be comfortable for agentic coding.
≈12 GB headroom
50–70 tok/s
≈20 s first prompt
32K context
Official
Suited
GLM-4.7-Flash (30B-A3B)
6-bit · LM Studio
Yes — this should be comfortable for agentic coding.
≈10 GB headroom
35–50 tok/s
≈25 s first prompt
32K context
Official
Suited