Best LLM for Coding in 2026
Picking the right model for code generation, refactoring, and agentic coding comes down to reasoning quality, tool-calling reliability, and a context window big enough for your repo. These picks are ranked from the 100+ models on Ofox, balancing raw coding ability against price so you're not overpaying for a flagship when a tuned coder will do.
Recommended models
moonshotai/kimi-k3 · Moonshotz-ai/glm-5.2 · Zhipuanthropic/claude-sonnet-5 · Anthropicgoogle/gemini-3.5-flash · googleopenai/gpt-6-luna · OpenAIanthropic/claude-haiku-5.5 · AnthropicNeed something more specific?
Open the interactive finder with this scenario pre-filled, then adjust your priorities and required capabilities to fine-tune the shortlist.
Refine in the finderHow to interpret this recommendation
Scoring weights
- Quality
- 48%
- Cost
- 15%
- Speed
- 5%
- Task fit
- 32%
Benchmark reference · 2026-07
Artificial Analysis Intelligence Index
Try your own task
Test shortlisted models on the same input. Compare correctness, consistency and actual usage cost; a larger context window does not guarantee memory or better answers.
Continue with · Ofox DesktopWhat the score can tell you
Match scores combine catalog data, available benchmark references and heuristics. Quality includes release age. Speed uses throughput data where available and estimates otherwise; it is not measured request latency. Missing benchmarks use model-family heuristics. These are recommendations, not task-specific test results. Catalog updates do not mean the benchmark references have been updated.
Related questions
Frequently asked questions
How does the Model Finder pick models?+
Text, image and embedding candidates are scored using task-specific rules and available references. Video, speech and transcription candidates are listed by model ID without a comparative score; no cross-modal quality ranking is implied.
Is it free? Do I need an account?+
Yes, it's completely free and runs in your browser — no login or API key needed to get recommendations. You only need an Ofox account when you're ready to actually call a model.
Are these real, up-to-date models?+
Models come from the Ofox catalog. Availability and metadata can change; catalog refreshes do not refresh benchmark references. Check the model detail page before use.
Why doesn't the cheapest model always rank first?+
Unless you pick 'Lowest cost', the finder balances price against quality and capability. A model that costs a little more but is much more capable will often score higher — just like a person would choose.
Can I use the recommended models with my existing code?+
Integration depends on the model and task. Video, speech and transcription can use different endpoints, parameters and billing units. Follow the selected model’s documentation; changing only an API key and base URL may not be enough.