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

  1. Claude Opus 4.8AnthropicRemove
  2. GPT-6.1 TerraOpenAIRemove
claude-opus-4-8 vs gpt-6.1-terra
AttributeClaude Opus 4.8claude-opus-4-8GPT-6.1 Terragpt-6.1-terra
Pricing
Input$5.00 / 1M$1.00 / 1M
Output$25.00 / 1M$5.00 / 1M
Cache Write (5m)$6.25 / 1M$1.00 / 1M
Cache Write (1h)$10.00 / 1M$1.00 / 1M
Cache Read$0.50 / 1M$1.00 / 1M
Web Search$0 / 1M$0 / 1M
Context
Max context1M1M
Max outputN/AN/A
Capabilities
VisionYesYes
Function CallingYesYes
JSON ModeYesYes
StreamingYesNo
Catalogue
ProviderAnthropicOpenAI
Categorychatchat
Charge typePay As You GoPay As You Go
Released——
Description
SummaryClaude Opus 4.8 is Anthropic's most capable generally available model in the Opus family, designed for highly autonomous agents, long-horizon workflows, and advanced knowledge work. It supports text, image, and file inputs with text output, includes reasoning capabilities, and features a 1M-token context window for maintaining coherence across extended tasks and sessions. The model excels at multi-step reasoning, complex coding, and end-to-end project orchestration, including large codebases, multi-stage debugging, and long-running asynchronous agent pipelines. Beyond software engineering, it is highly effective for document drafting, presentation creation, data analysis, and memory-driven workflows, delivering consistent quality across very long outputs and complex projects.GPT-6.1 Terra is OpenAI’s mid-tier model in the GPT-6.1 series, designed to balance capability, speed, and cost efficiency. Positioned below GPT-6.1 Sol, it delivers strong performance across everyday agentic workflows, coding, and professional writing, with particular strengths in screenshot understanding and on-screen content analysis. Optimized for high-volume production workloads, GPT-6.1 Terra is well suited for coding assistants, visual interface analysis, workflow automation, and scalable agentic applications that require reliable performance at an accessible cost.