The most cost-effective specialized code model for production developer tooling with serious context capacity.
87
Coding
38
Writing
30
Research
0
Images
91
Value
82
Long Context
Use this when
High-volume code generation, completion, and refactoring tasks where cost efficiency and long-context handling matter most.
Skip this if
You need a model that handles general reasoning, writing, or multimodal inputs alongside code — a generalist like Claude Sonnet 4.5 or Gemini 2.5 Pro will serve you better.
Exceptionally low cost at $0.30/$0.90 per 1M tokens — far cheaper than GPT-4.1 or Claude Sonnet 4.5 for code tasks
256K context window enables full large codebase ingestion, making repo-level refactoring and code review practical
Purpose-built for code: trained across 80+ languages with strong fill-in-the-middle (FIM) completion support for IDE autocomplete
Meaningful upgrade over Codestral 25.01 with improved instruction following and multi-file reasoning
Weaknesses
Non-coding tasks like long-form writing, analysis, or research are outside its training focus and noticeably weaker than general-purpose models
No multimodal support — cannot process images, diagrams, or screenshots of code
Lags behind GPT-4.1 and Claude Sonnet 4.5 on complex algorithmic reasoning and competitive programming benchmarks
Monthly cost estimate
See what Mistral: Codestral 2508 actually costs at your usage level
Input tokens / month1M
10k50M
Output tokens / month500k
10k25M
Input cost
$0.300
Output cost
$0.450
Total / month
$0.750
Based on Mistral: Codestral 2508 API pricing: $0.3/1M input · $0.8999999999999999/1M output. Real costs vary by provider discounts and caching. Check the provider for exact current rates.
Price History
Mistral: Codestral 2508 pricing over time
→0% since Mar 27
2 data points · tracked daily since Mar 27, 2026
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High-volume code generation, completion, and refactoring tasks where cost efficiency and long-context handling matter most.. Start free — no card required.
Recommendations are made independently based on real-world use and public benchmarks. See our disclosures for details.
Compare alternatives
Similar models worth checking before you commit.
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Mistral: Devstral 2 2512
Devstral 2 2512 is Mistral's second-generation code-specialized model, built specifically for software development tasks with a 256K context window. It targets developers needing a cost-efficient coding assistant without sacrificing meaningful capability.
Verdict
A purpose-built coding workhorse that punches well above its price tag for development teams running high-volume or agentic pipelines.
Quality score
55%
Pricing
$0.40/1M in
$2.00/1M out
Speed
Fast
Best for budget-conscious developers who need a capable coding model for agentic workflows, code generation, and repository-scale context at a fraction of flagship pricing.
Context
262k tokens
The December 2025 (2512) release date suggests this is a recent iteration. Pricing at $0.40 input / $2.00 output is notably competitive for a code-specialist model with 256K context. Verify availability and rate limits via Mistral API or partner providers.
Code-specialistBudgetLong contextAgenticMistral
Best for
Budget-conscious developers who need a capable coding model for agentic workflows, code generation, and repository-scale context at a fraction of flagship pricing.
Devstral Small 1.1 is Mistral's code-specialized small model, purpose-built for software engineering tasks including code generation, debugging, and repository-level reasoning. It succeeds Devstral Small 1.0 with improved instruction following and agentic coding capabilities at a fraction of flagship model costs.
Verdict
The best dollar-for-dollar coding model for agentic pipelines that doesn't need to do anything else.
Quality score
54%
Pricing
$0.10/1M in
$0.30/1M out
Speed
Fast
Best for developers who need a cheap, fast coding assistant for agentic workflows, code review, and multi-file repo tasks without paying flagship prices.
Context
131k tokens
Available via Mistral API and can be self-hosted via open weights. Pricing is among the lowest available for a code-specialized model. Designed to work within coding agent frameworks like SWE-agent and OpenHands.
Ministral 3B is Mistral's compact edge-optimized model designed for high-throughput, low-latency tasks at an extremely competitive price point. Despite its small size, it supports a 262K context window, making it unusually capable for a sub-$0.20/1M token model.
Verdict
An ultra-cheap, fast model with a surprisingly large context window, but quality limitations make it a pipeline tool rather than a general assistant.
Quality score
48%
Pricing
$0.20/1M in
$0.20/1M out
Speed
Very fast
Best for high-volume, cost-sensitive workflows like document triage, classification, summarization, and lightweight coding assistance where budget is the primary constraint.
Context
262k tokens
Model name suggests a December 2025 revision ('2512'). Pricing is symmetric at $0.20/1M for both input and output, which simplifies cost modeling. Confirm availability on your target API platform as Mistral model availability varies by provider.
budgetedgesmall modellong contexthigh throughput
Best for
High-volume, cost-sensitive workflows like document triage, classification, summarization, and lightweight coding assistance where budget is the primary constraint.
Pricing moves, ranking shifts, and capability updates.
New ModelMar 27, 2026
Mistral: Codestral 2508 — added to UseRightAI
Mistral: Codestral 2508 (Mistral) is now indexed. It supersedes Codestral 25.01. The most cost-effective specialized code model for production developer tooling with serious context capacity.
Mistral: Codestral 2508 is best for high-volume code generation, completion, and refactoring tasks where cost efficiency and long-context handling matter most.. It is a strong fit when that workflow matters more than the tradeoffs around budget pricing and fast speed.
When should I avoid Mistral: Codestral 2508?
You need a model that handles general reasoning, writing, or multimodal inputs alongside code — a generalist like Claude Sonnet 4.5 or Gemini 2.5 Pro will serve you better.
What is a cheaper alternative to Mistral: Codestral 2508?
Meta: Llama 3.1 8B Instruct is the lower-cost option to compare first when you want a similar workflow fit with less token spend.
What is a faster alternative to Mistral: Codestral 2508?
Mistral: Ministral 3 14B 2512 is the better pick when response time matters more than maximum depth or premium quality.
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