AiCostCompare

Compare models

Pick up to 4 models for a side-by-side spec sheet. Hover any dotted metric name for what the test measures. Best value in each row is highlighted.

Claude Sonnet 5GPT-5.4 (batch)
Claude Sonnet 5

Anthropic

GPT-5.4 (batch)

OpenAI

Pricing
Input $/1M$2.00$1.25
Output $/1M$10.00$7.50
Blended $/1M (3:1)$4.00$2.81
Cache read $/1M$0.20$0.125
Cache write $/1M$2.50
Quality indices
Intelligence Index38.239
Coding Index71.571.1
Math Index
Agentic Index43.6
Speed & latency
Output speed (tok/s)820
Time to first token118.14s0s
Time to first answer token118.14s0s
Benchmarks (Artificial Analysis)
GPQA Diamond91.1%92.0%
Humanity's Last Exam41.3%43.7%
SciCode54.3%
IFBench73.9%
AA-LCR (Long Context Reasoning)82.0%82.0%
Terminal-Bench Hard57.6%
Terminal-Bench 2.180.5%78.3%
τ²-Bench (Telecom)87.1%
τ³-Bench Banking37.3%39.6%
Design Arena (Elo)
Website1,2881,232
Web apps1,2601,074
Full-stack1,2601,027
Mobile apps1,2491,116
Android native1,2401,045
UI components1,2991,255
Data viz1,2601,250
SVG1,2121,218
3D1,2891,130
Game dev1,3131,262
Agentic game dev1,227
Godot game dev1,2381,135
HTML slides1,220
Python→PPTX slides1,216
Code categories1,2931,227
ASCII art1,2261,217
Specs
Context window1M1.05M
Max output tokens128K128K
Input modalitiestext, image, filetext, image, file
TokenizerClaudeGPT