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Best AI Coding Models

Ranking caveatBenchmarks are directional signals, not universal rankings. Results can shift with prompts, tool use, latency targets, pricing tier, eval contamination, safety filters, context length, and the task mix a real team runs.
How to use this page

This is a noindex-safe comparison workbench built from 12 source-ready Kingy AI model profiles. The order is alphabetical, not a ranking. Use the matrix to narrow candidates, then open the model profiles and official sources before making a buying, engineering, or editorial decision.

This page groups source-ready model profiles that carry coding use-case signals. Use it to compare coding notes, tool/function calling, access paths, pricing notes, source links, and last-verified status before choosing models for developer workflows.

Open this candidate set in the AI Model Intelligence Hub

Comparison Dimensions

These are the checks Kingy AI uses to make the page useful without turning incomplete or fast-changing model data into unsupported rankings.

  • Coding notes and developer workflow fit
  • API access, tool/function calling, and context notes
  • Pricing, rate-limit, and deployment constraints that need verification
  • Benchmark caveats and official source links

Candidate Comparison Matrix

This matrix compares stored profile signals. It does not score, rank, or crown a winner.

Model Provider / Family Why compare it here Access signals Trust signals Source trail
Claude Sonnet 5.5 Anthropic
Claude
Strong on agentic coding at Medium or High effort. Effort levels were recalibrated from Sonnet 5, so re-run an effort sweep rather than carrying settings over.
  • API: Yes
  • Web: Yes
  • Local: No
  • Open weights: No
  • Last verified: 2026-09-28
  • Verification: Source-verified
  • Sources: 6 links
GPT-6 Astra OpenAI
Gpt 6
Use the Responses API for built-in tools and function calling. Tool calling is not supported through Chat Completions.
  • API: Yes
  • Web: Unknown / needs verification
  • Local: Unknown / needs verification
  • Open weights: Unknown / needs verification
  • Last verified: 2026-09-24
  • Verification: Source-verified
  • Sources: 4 links
GPT-6 Sol OpenAI
Gpt 6
Use the Responses API for built-in tools and function calling. Chat Completions function calling requires reasoning_effort none.
  • API: Yes
  • Web: Unknown / needs verification
  • Local: Unknown / needs verification
  • Open weights: Unknown / needs verification
  • Last verified: 2026-09-24
  • Verification: Source-verified
  • Sources: 4 links
Gemini 2.5 Pro Google
Gemini 2.5
Official docs mention coding capabilities.
  • API: Yes
  • Web: Unknown / needs verification
  • Local: No
  • Open weights: No
  • Last verified: 2026-08-16
  • Verification: Source-verified
  • Sources: 2 links
Claude Fable 5 Anthropic
Claude
Use official docs and live evals before selecting this model for production coding workflows.
  • API: Yes
  • Web: Yes
  • Local: No
  • Open weights: No
  • Last verified: 2026-07-28
  • Verification: Source-verified
  • Sources: 6 links
DeepSeek V4 Pro DeepSeek
DeepSeek V4
Evaluate coding workflows directly, especially for agentic code assistants.
  • API: Yes
  • Web: Unknown / needs verification
  • Local: Yes
  • Open weights: Yes
  • Last verified: 2026-07-28
  • Verification: Source-verified
  • Sources: 11 links
Gemini 3.6 Flash Google
Gemini 3
Use official docs and live evals before selecting this model for production coding workflows.
  • API: Yes
  • Web: Yes
  • Local: No
  • Open weights: No
  • Last verified: 2026-07-28
  • Verification: Source-verified
  • Sources: 5 links
Mistral Medium 3.5 Mistral AI
Mistral
Official docs position it for coding use cases.
  • API: Yes
  • Web: Unknown / needs verification
  • Local: Yes
  • Open weights: Yes
  • Last verified: 2026-07-28
  • Verification: Source-verified
  • Sources: 4 links
Claude Opus 5 Anthropic
Claude
Use official docs and live evals before selecting this model for production coding workflows.
  • API: Yes
  • Web: Yes
  • Local: No
  • Open weights: No
  • Last verified: 2026-07-25
  • Verification: Source-verified
  • Sources: 4 links
GPT-5.6 Luna OpenAI
GPT-5
Use official docs and live evals before selecting this model for production coding workflows.
  • API: Yes
  • Web: Yes
  • Local: No
  • Open weights: No
  • Last verified: 2026-07-25
  • Verification: Source-verified
  • Sources: 2 links
GPT-5.6 Sol OpenAI
GPT-5
Use official docs and live evals before selecting this model for production coding workflows.
  • API: Yes
  • Web: Yes
  • Local: No
  • Open weights: No
  • Last verified: 2026-07-25
  • Verification: Source-verified
  • Sources: 2 links
GPT-5.6 Terra OpenAI
GPT-5
Use official docs and live evals before selecting this model for production coding workflows.
  • API: Yes
  • Web: Yes
  • Local: No
  • Open weights: No
  • Last verified: 2026-07-25
  • Verification: Source-verified
  • Sources: 2 links
Multimodal, Text

Claude Sonnet 5.5

Claude Sonnet 5.5 for hosted coding and document workflows.

API: Yes Open weights: No Local: No
Provider
Anthropic
Context
1M tokens
Last verified
2026-09-28
Multimodal, Text

GPT-6 Astra

A hosted reasoning model for code, research and document work.

API: Yes Open weights: Unknown Local: Unknown
Provider
OpenAI
Context
1,050,000 tokens (review overdue)
Last verified
2026-09-24
Multimodal, Text

GPT-6 Sol

GPT-6 Sol is an OpenAI API model for coding and workflows involving tools. It accepts text and images and returns text. This profile summarizes official documentation; it is not a…

API: Yes Open weights: Unknown Local: Unknown
Provider
OpenAI
Context
1,050,000 tokens
Last verified
2026-09-24
Image, Multimodal, Text

Gemini 2.5 Pro

Gemini 2.5 Pro is a Google Gemini API model described as advanced for complex tasks, deep reasoning, and coding capabilities. Access is now restricted to developers who actively used this…

API: Yes Open weights: No Local: No
Provider
Google
Context
Unknown
Last verified
2026-08-16
Multimodal, Text

Claude Fable 5

Claude Fable 5 is an Anthropic model offered for demanding reasoning and long-horizon agentic work.

API: Yes Open weights: No Local: No
Provider
Anthropic
Context
1M tokens
Last verified
2026-07-28
Text

DeepSeek V4 Pro

DeepSeek V4 Pro has a current hosted API route and a separate official MIT-licensed DeepSeek-V4-Pro-0813 checkpoint. Current hosted documentation lists text input/output, thinking and non-thinking modes, tool calls, JSON output,…

API: Yes Open weights: Yes Local: Yes
Provider
DeepSeek
Context
1,048,576 tokens (review overdue)
Last verified
2026-07-28
Image, Multimodal, Text

Gemini 3.6 Flash

Gemini 3.6 Flash is a Google Gemini API Flash model. This profile describes the 3.6 release; Google’s catalog now includes newer Flash generations. The historical LANTERN comparison retains its original…

API: Yes Open weights: No Local: No
Provider
Google
Context
1,048,576 tokens
Last verified
2026-07-28
Image, Multimodal, Text

Mistral Medium 3.5

Mistral Medium 3.5 is listed by Mistral as a frontier-class multimodal model optimized for agentic and coding use cases.

API: Yes Open weights: Yes Local: Yes
Provider
Mistral AI
Context
256K tokens
Last verified
2026-07-28
Multimodal, Text

Claude Opus 5

The legacy Opus 5 hosted coding and reasoning model.

API: Yes Open weights: No Local: No
Provider
Anthropic
Context
1M tokens
Last verified
2026-07-25
Image, Text

GPT-5.6 Luna

GPT-5.6 Luna is the cost-optimised tier of the GPT-5.6 family, retaining the full 1,050,000-token context window and reasoning-token support.

API: Yes Open weights: No Local: No
Provider
OpenAI
Context
1,050,000 tokens (review overdue)
Last verified
2026-07-25
Image, Text

GPT-5.6 Sol

A GPT-5.6 model for professional text, code and image-input tasks.

API: Yes Open weights: No Local: No
Provider
OpenAI
Context
1,050,000 tokens (review overdue)
Last verified
2026-07-25
Image, Text

GPT-5.6 Terra

GPT-5.6 Terra is the balanced intelligence-and-cost tier of the GPT-5.6 family, positioned roughly where the mini tier sat in earlier GPT-5 generations.

API: Yes Open weights: No Local: No
Provider
OpenAI
Context
1,050,000 tokens (review overdue)
Last verified
2026-07-25