AI Model Use-Case Matcher
Tell us what you're building and your budget, and we'll recommend the best LLM Top 3 — for coding, translation, summarization, long-context, or images — with the reasoning.
1. What are you working on?
Select multiple. Scored by the average fit across the tasks you pick.
2. Budget
3. Context length you need
The longest single input the model must handle (documents, code, accumulated chat).
4. Priority
🏆 Recommendation
Claude Opus 4.8
Anthropic · claude-opus-4-8
The de-facto standard for coding and agentic work. 1M context at standard pricing with strong quality-per-dollar.
- Task fit
- 10.0
- Context
- 1M
- Intelligence
- 9.5
- Speed
- 6.0
Price (in/out, per 1M tokens): $5 / $25 · ~$20/1M tok
Claude Fable 5
Anthropic · claude-fable-5
Anthropic's most capable model — tops the hardest reasoning and multi-day autonomous agent work. Highest price.
- Task fit
- 9.5
- Context
- 1M
- Intelligence
- 10.0
- Speed
- 5.0
Price (in/out, per 1M tokens): $10 / $50 · ~$40/1M tok
Gemini 3.1 Pro
Google · gemini-3.1-pro
A 2M-token context with strong multimodality — ideal for whole-book / large-codebase analysis and RAG.
- Task fit
- 9.0
- Context
- 2M
- Intelligence
- 9.5
- Speed
- 7.0
Price (in/out, per 1M tokens): $2.50 / $15 · ~$11.88/1M tok
Full spec comparison
| Model | Provider | Context | Price (in/out) | Fit | Intel | Speed |
|---|---|---|---|---|---|---|
| Claude Opus 4.8 | Anthropic | 1M | $5/$25 | 10.0 | 9.5 | 6.0 |
| Claude Fable 5 | Anthropic | 1M | $10/$50 | 9.5 | 10.0 | 5.0 |
| GPT-5.5 | OpenAI | 400K | $10/$40 | 9.0 | 9.5 | 6.5 |
| Gemini 3.1 Pro | 2M | $2.50/$15 | 9.0 | 9.5 | 7.0 | |
| Claude Sonnet 4.6 | Anthropic | 1M | $3/$15 | 9.0 | 8.5 | 8.0 |
| DeepSeek V4 | DeepSeek | 128K | $0.5/$1.50 | 9.0 | 8.5 | 7.5 |
| Grok 4.3 | xAI | 256K | $3/$15 | 8.5 | 8.5 | 7.0 |
| GPT-5.5 mini | OpenAI | 400K | $0.5/$2 | 8.0 | 8.0 | 8.5 |
| Qwen 3 Max | Alibaba | 256K | $0.4/$1.20 | 8.0 | 8.0 | 8.0 |
| Mistral Large 3 | Mistral | 256K | $2/$6 | 8.0 | 8.0 | 8.0 |
| Gemini 3 Flash | 1M | $0.3/$1.20 | 7.5 | 7.5 | 9.5 | |
| Llama 4 Maverick | Meta | 1M | $0.2/$0.6 | 7.5 | 7.5 | 8.0 |
| Claude Haiku 4.5 | Anthropic | 200K | $1/$5 | 7.5 | 7.0 | 9.5 |
| GPT-5 nano | OpenAI | 256K | $0.1/$0.4 | 6.5 | 6.0 | 10.0 |
※ Prices, context, and scores are reference estimates as of 2026-06-20 and may change with official announcements. This tool aims for vendor-neutral comparison.
More
See the Guide for how to choose, the FAQ for common questions, and About for data & methodology. Last updated 2026-06-20. Guide · FAQ · About. 2026-06-20