Products/Foundation Models/Mistral Medium 3.5

Mistral Medium 3.5

A 128B model for coding, reasoning, and long tasks

Foundation ModelsParis, FranceSeries AFounded 2023Raised $385M128b-dense-model256k-context-windowReviewed
Mistral Medium 3.5

Our Take

Here's the thing about frontier models right now: most force you to choose between coding capability and pure reasoning, or charge you an arm and leg for both. Mistral Medium 3.5 is the first merged flagship to smash coding, reasoning, AND instruction-following into one set of weights, and it shows — 77.6% on SWE-Bench Verified puts it at Day Rank #10. The kicker is the configurable reasoning effort, meaning you can dial depth up when you need it and cut API costs down to $1.50/input, $7.50/output per million tokens when you don't. Open weights on HuggingFace means teams can self-host rather than eat proprietary lock-in, which for anyone building agentic pipelines is legitimately the move.

A 128B dense model merging coding, reasoning, and instruction-following in one set of weights with 256k context window and configurable reasoning effort. Open weights on HuggingFace for engineers and teams running self-hosted inference.

Problem It Solves
Most frontier-class models either require massive infrastructure to self-host or lock users into proprietary APIs, limiting accessibility and cost control for agentic pipelines.
Target Customer
Backend and ML engineers evaluating open-weight alternatives to proprietary frontier models for agentic pipelines, coding tools, or self-hosted inference.
Use Cases
Agentic pipelines, Coding tasks, Long-horizon reasoning tasks, Self-hosted inference, Fine-tuning and auditing, On-prem deployment
Pricing Details
API pricing is $1.5 per million input tokens and $7.5 per million output tokens.
Differentiator
First "merged" flagship model combining instruction-following, reasoning, and coding in one set of weights rather than split across specialized variants. Configurable reasoning effort allows cost-conscious depth control per call.
Traction
User Count: 114 followers · Notable Metrics: 77.6% on SWE-Bench Verified; Day Rank #10
Features From Tags
Configurable reasoning effort per request, 77.6% on SWE-Bench Verified, Open weights on HuggingFace under a modified MIT license, Self-hostable on 4 GPUs, Powers Vibe remote coding agents and Le Chat Work mode (Pro/Team/Enterprise plans), Available on NVIDIA build.nvidia.com and as an NIM container

Key Facts

Category
Foundation Models
Location
Paris, France
Founded
2023
Stage
Series A
Raised
$385M
Pricing
$1.5/M input tokens, $7.5/M output tokens
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Mistral Medium 3.5 — SLAYREPORT