Model Detail human-review-recommended
Devstral 24B
Mistral's coding-focused model. Strong agent capabilities.
Mistral AIMISTRALapache-2.02025-05
Parameters
24B
Dense model
Context window
128K
Long context
Architecture
decoder only transformer
dense
Quality score
84
Planner signal
Task Fit
Code AgentSupported
Tool use, repo work, terminal workflows, and coding benchmarks.
CodeSupported
Code generation, debugging, refactoring, and benchmark signal.
ChatNot a fit
Not marked for chat in the current library.
RAGNot a fit
Not marked for rag in the current library.
VisionNot a fit
Not marked for vision in the current library.
Image GenerationNot a fit
Not marked for image generation in the current library.
Video GenerationNot a fit
Not marked for video generation in the current library.
VoiceNot a fit
Not marked for voice in the current library.
Source Confidence
Overallhigh · 94/100
ParametersReviewed / seeded
Task fitReviewed / seeded
MemorySeeded artifact
LicenseSource / seed
BenchmarksAvailable
Hardware fitCalculated
Variants and Quant Artifacts
Choose the artifact first; hardware fit follows from RAM, VRAM, format, and runtime.
| Quant | Format | Quality | Min RAM | Reco RAM | Runtime | Action |
|---|---|---|---|---|---|---|
| Q4_K_M | gguf | balanced | 20GB | 32GB | ollama, llama.cpp, lm-studio | Plan with this |
| Q5_K_M | gguf | balanced | 20GB | 32GB | ollama, llama.cpp, lm-studio | Plan with this |
| Q8_0 | gguf | high | 28GB | 32GB | ollama, llama.cpp, lm-studio | Plan with this |
Recommended Hardware
Cheapest That Works
NVIDIA RTX 3060 12GB
Lowest estimated 5-year cost that can run this model.
12GB VRAM$1,570 / 5y
Best Value
NVIDIA Jetson AGX Orin 64GB
Enough unified/system memory with a balanced 5-year cost.
64GB RAM$2,553 / 5y
Best Performance
NVIDIA RTX 6000 Blackwell 96GB
Highest local performance signal among compatible hardware.
96GB VRAM$12,376 / 5y
Benchmarks
Humaneval84.2%
Swe Bench46.8%
Source and Review
Hugging Facemistralai/Devstral-Small-2505
Ollamadevstral:24b
Verificationhuman-review-recommended
Artifact sourceseeded
Default variantDevstral 24B Coder
Tool callingNot marked