flagship

Gpt 5 vs Claude Opus 4 7

Side-by-side pricing, context window, features, and per-use-case verdict. Data sourced from LiteLLM, updated regularly.

Specifications

Feature Gpt 5 Claude Opus 4 7
Provider openai anthropic
Model ID gpt-5 claude-opus-4-7
Input / 1M tokens $1.25 (75% cheaper) $5.00
Output / 1M tokens $10.00 (60% cheaper) $25.00
Cached input / 1M $0.13 $0.50
Context window 272kk tokens 1000kk tokens
Max output 128kk tokens 128kk tokens
Vision
Function calling
Prompt caching
Web search
JSON schema

Monthly cost comparison

No cache discount applied — pure token costs at three usage scales.

Scale Gpt 5 Claude Opus 4 7 Winner
Small
1M in / 0.2M out
$3.25 $10.00 Gpt 5 saves 68%
Medium
10M in / 2M out
$32.50 $100 Gpt 5 saves 68%
Large
100M in / 20M out
$325 $1000 Gpt 5 saves 68%

Category winners

Cheapest input
Gpt 5
$1.25/M · 75% less than the other
Cheapest output
Gpt 5
$10.00/M · 60% less than the other
Larger context
Claude Opus 4 7
1000kk tokens · 268% larger window
More features
Gpt 5
5 / 5 capabilities

Better for…

High-volume RAG & repeated context
$0.13/M cached input — prompt caching makes repeated context retrieval significantly cheaper
Gpt 5
Short interactions & high-throughput APIs
$10.00/M output — 60% cheaper on output at scale
Gpt 5
Long-document processing & large codebases
1000k context window vs 272k — 268% larger context
Claude Opus 4 7
Agentic workflows & tool use
Supports 5 of 5 tracked capabilities (vision, function calling, caching, web search, JSON schema)
Gpt 5

Deep-dive on each model

Pricing data sourced from LiteLLM and refreshed regularly. Always verify with each provider's official pricing page before making business decisions.