Claude Opus 4.7 vs o3: Detailed Comparison

Choosing between Claude Opus 4.7 (Anthropic) and o3 (OpenAI) comes down to three things: per-token pricing, context window, and which capability matters most for your workload. Claude Opus 4.7 costs $15.00/M input vs $2.00/M for o3; context windows are 200K vs 200K tokens. Detailed breakdown below.

Side-by-side specs

SpecClaude Opus 4.7o3
ProviderAnthropicOpenAI
Released2026-04-222025-04-16
Input price $15.00/M $2.00/M
Output price $75.00/M $8.00/M
Cached input $1.5000/M $0.5000/M
Context window 200K 200K
Max output 64K 100K
Modalities text image text image
Tokenizer claude-3 o200k_base

Capability matrix

CapabilityClaude Opus 4.7o3
function calling Yes Yes
json mode Yes Yes
vision Yes Yes
streaming Yes No
tool use Yes No
reasoning No Yes

Benchmark comparison

Higher is better for all benchmarks shown.

BenchmarkCategoryClaude Opus 4.7o3Δ
GPQA Diamond reasoning 83.1 83.3 -0.2
SWE-bench Verified coding 77.2 71.7 +5.5
Aider Polyglot coding 81.5
AIME 2025 math 88.9

Per-call cost on typical workloads

Workload (in/out tokens)Claude Opus 4.7o3Cheaper by
Standard chat (1K / 500) $0.052500 $0.006000 o3 by $0.046500
RAG (4K / 500) $0.097500 $0.012000 o3 by $0.085500
Long doc (20K / 1K) $0.375000 $0.048000 o3 by $0.327000
Very long context (100K / 2K) $1.612500 $0.212000 o3 by $1.400500

When to choose Claude Opus 4.7 over o3

  • Supports streaming — o3 does not.
  • Supports tool use — o3 does not.

When to choose o3 over Claude Opus 4.7

  • Per-token input cost is 87% lower than Claude Opus 4.7.
  • Supports reasoning — Claude Opus 4.7 does not.

Related comparisons