Skip to content

Compare models

Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. GPT-6 Astra ProOpenAIRemove
  2. GLM 5.3Z.AIRemove
  3. Codestral 2501Mistral AIRemove
  4. Claude Fable 5.1AnthropicRemove

4 is the maximum. Remove one to add another.

gpt-6-astra-pro vs glm-5.3 vs codestral-2501 vs claude-fable-5.1
AttributeGPT-6 Astra Progpt-6-astra-proGLM 5.3glm-5.3Codestral 2501codestral-2501Claude Fable 5.1claude-fable-5.1
Pricing
Input$10.00 / 1M$1.40 / 1M$0.30 / 1M$10.00 / 1M
Output$50.00 / 1M$4.40 / 1M$0.90 / 1M$50.00 / 1M
Cache Write (5m)$10.00 / 1M$1.40 / 1M$0.30 / 1M$12.50 / 1M
Cache Write (1h)$10.00 / 1M$1.40 / 1M$0.30 / 1M$20.00 / 1M
Cache Read$10.00 / 1M$1.40 / 1M$0.30 / 1M$1.00 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M$0 / 1M
Context
Max context1M1M262.1K1M
Max outputN/AN/AN/AN/A
Capabilities
VisionYesNoNoYes
Function CallingYesYesNoYes
JSON ModeYesYesNoYes
StreamingYesYesNoYes
Catalogue
ProviderOpenAIZ.AIMistral AIAnthropic
Categorychatchatchatchat
Charge typePay As You GoPay As You GoPay As You GoPay As You Go
Released
Description
SummaryGPT-6 Astra Pro uses the same underlying model as GPT-6 Astra, but runs with reasoning.mode set to pro for higher-quality responses on complex tasks. Optimized for deeper reasoning, greater accuracy, and more reliable multi-step execution, it is well suited for demanding coding, analysis, and agentic workflows where solution quality takes priority over speed and cost.GLM-5.3 is Z.ai's large-scale reasoning model designed for complex software engineering and long-horizon agentic workflows. It supports text input and output with a 1M-token context window, enabling sustained reasoning across large codebases and extended multi-step tasks. Building on GLM-5.2, it delivers stronger coding performance while improving the balance between capability and token efficiency, making it well suited for autonomous coding agents, large-scale engineering workflows, and complex task execution.Claude Fable 5.1 is an upgraded version of Fable 5, delivering broad improvements with particularly strong gains in agentic coding, long-running workflows, and professional knowledge work. It excels at large code refactors, front-end and visual code generation, financial analysis, and complex analytical tasks. Compared with Fable 5, it also produces more concise plans and summaries while maintaining strong performance across extended tasks, making it a natural upgrade for existing Fable workflows and a strong option alongside Opus 5 for reasoning-intensive applications.