Mistral Medium 3.1 Playground for Prompt Testing

Try Mistral Medium 3.1, iterate prompts fast, and compare quality vs cost/latency across models.

Test your first prompt now

Bring your API keys. Pay once, use forever.

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800+ users already test and evaluate prompts with LangFast

Best Mistral Medium 3.1 Playground

Try & test model

Find the best balance of speed, cost, and quality.

Compare outputs

Medium vs Large/Small and other providers.

Use variables

Repeatable tests with real inputs.

Share & replay

Links, transcripts, export.

Private by default

We don’t train on your prompts and data.

Instant access

Bring your API keys. Start testing immediately.

Why Us over other LLM Playgrounds

Other playgroundsFrom VC-baked companies

Product feels like a sales-led platform
Too many features, too little clarity
Requires configuration to do basic tests
Lock you into expensive monthly plans
Small teams get second-class support
VC-backed (optimized for investor returns)

Mistral Medium 3.1 PlaygroundPowered byLangFast

Fast signup. Bring your API keys.
Built for quick “type → run → compare”
Good defaults, minimal setup
One-time lifetime pricing that makes sense
Support that doesn’t gatekeep
Bootstrapped (optimized for customer UX)

Explore All Features

  • Supported AI Models

  • GPT-5
  • GPT-5 Mini
  • GPT-5 Nano
  • GPT-5 Nano
  • GPT-4.5 Preview
  • GPT-4.1
  • GPT-4.1 Mini
  • GPT-4.1 Nano
  • GPT-4o
  • GPT-4o Mini
  • O1
  • O1 Mini
  • O3
  • O3 Mini
  • O4 Mini
  • GPT-4 Turbo
  • GPT-4
  • GPT-3.5 Turbo
  • Claude AI Models (soon)
  • Gemini AI Models (soon)
  • Model Fine-tuning (soon)
  • Model configuration

  • Custom System Instructions
  • Reasoning Effort Control
  • Stream Response Control
  • Temperature Control
  • Presence & Frequency Penalty
  • User Interface

  • Customizable Workspace
  • Wide Screen Support
  • Hotkey & Shortcuts
  • Voice Input (soon)
  • Text-to-Speech (soon)
  • Playground Experience

  • Prompt Library
  • Prompt Templates & Variables
  • Jinja2 Templates Support
  • Upload Documents (soon)
  • Language Output Control
  • Parallel Chat Support
  • Prompt Management

  • Prompt Folders
  • Edit & Fork Prompts
  • Prompt Versioning
  • Upload Documents (soon)
  • Share Prompts
  • Cost & Performance

  • Cost estimation
  • Token usage tracking
  • Context length indicator
  • Max token settings
  • Security and Privacy

  • Private by Default
  • API Tokens Cost Estimation
  • No chats used for training

    Integrations

  • Web Search & Live Data (soon)
  • Plugins

  • Custom Plugins (soon)
  • Image search plugin (soon)
  • Dall-E 3 (soon)
  • Web page reader (soon)
Wall of love

Meet LangFast users

LangFast empowers hundreds of people to test and iterate on their prompts faster.

@Rubik_design
Rubik@Rubik_design
Happy that @eugenegusarov built @langfast. This is the best LLM Playground and I tested so many!So much better than other playgrounds. Everything is right at hand when you need itLangfast PlaygroundAug 24, 2025
@codezera11
CodeZera@codezera11
That's exactly the kind of tool AI devs need in production. Prompt testing is the new debugging, and it eats up real time.Jul 17, 2025
Adrian
Adrian@shephardica
I've felt this pain in my day job - testing and validating prompts is currently difficult, error prone, and just not polished. Great problem to solve 👍Jul 13, 2025
Sasha Reminnyi
Sasha Reminnyi 🇺🇦Founder at Growth Kitchen
Great, had similar idea since launch of GPT, thanks for making that alive 🙏Aug 3, 2025
Glib Ziuzin
Glib ZiuzinFounder BUD TUT
Excited for this 🔥Jul 14, 2025
Rajiv Dev
R𝗮𝗷𝗶𝘃.𝗱𝗲𝘃Jul 17, 2025
I saw your app yeah that was usefullJul 17, 2025

Frequently Asked Questions

The Mistral Medium 3.1 playground is a focused UI for prompt testing and quick eval-style checks on Mistral Medium 3.1—so you can validate behavior before writing integration code.

Whether Mistral Medium 3.1 is the right choice for your use case: quality vs cost, stability vs speed, and how it behaves on your real prompts and edge cases.

Yes. Bring your API keys. LangFast handles routing.

To keep the playground usable (rate limits + abuse prevention) and to enable saved runs, sharing, and team-friendly history.

Regression tests, rubric scoring, style/format compliance, refusal behavior checks, and “must-pass” prompts that shouldn’t degrade over time.

Yes. Save a prompt set, re-run it after changes, and compare outputs across runs to spot regressions.

Yes. Run the same prompt set side-by-side across providers and choose the best model for your constraints.

Yes—export cURL/JS/JSON so engineers can reproduce exactly, including parameters and prompt content.

Yes. Share links for review, approval, or to align on what “good” looks like before you ship.

LangFast is free to use with some basic features. You need to provide your own API keys to run models and use the app. When you add your API keys, you pay the model provider (e.g., OpenAI) for the credits/tokens you use. LangFast premium features can be unlocked with a one-time purchase.

Usage-based: you add volume when you need it. This is designed for startups and small teams who don’t want enterprise plans.

We stream responses through a lightweight proxy. Actual speed depends on Mistral Medium 3.1 and current load; you can compare latency across models directly.

It varies by model. We show key limits (like context window) next to Mistral Medium 3.1 in the model picker.

Yes. Inject structured inputs (customer data, tickets, policies, product specs) to test prompts against realistic cases.

Yes. Validate JSON/schema compliance, headings, tables, and other formatting requirements as part of your eval prompts.

No. We don’t train on your prompts. Sharing is opt-in, and retention is configurable.

Requests route to model providers. See the Data & Privacy page for region and processing details.

Usually yes, subject to each provider’s terms. We link to terms from the model picker.

LangChain helps you build apps/agents. LangFast helps you decide prompts and models first, without building any pipeline.

Those tools are for tracing, datasets, and eval management in production workflows. LangFast is the quickest way to run prompt tests and comparisons interactively.

Ship prompts that pass the tests
Don't wait until they break in production
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