Compare GPT-5.4 by OpenAI against Healer Alpha by OpenRouter, context windows of 1.1M vs 262K, tested across 47 shared challenges. Updated April 2026.
GPT-5.4 and Healer Alpha are both competitive models. GPT-5.4 costs $2.5/M input tokens vs $0/M for Healer Alpha. Context windows: 1050K vs 262K tokens. Compare their real outputs side by side below.
GPT-5.4 is made by openai while Healer Alpha is from openrouter. GPT-5.4 has a 1050K token context window compared to Healer Alpha's 262K. On pricing, GPT-5.4 costs $2.5/M input tokens vs $0/M for Healer Alpha.
No community votes yet. On paper, GPT-5.4 has the edge — bigger context window, major provider backing.
Ask them anything yourself
Some models write identically. You are paying for the brand.
178 models fingerprinted across 32 writing dimensions. Free research.
185x
price gap between models that write identically
178
models
12
clone pairs
32
dimensions
279 AI models invented the same fake scientist.
We read every word. 250 models. 2.14 million words. This is what we found.

Compare GPT-5.4 by OpenAI against Healer Alpha by OpenRouter, context windows of 1.1M vs 262K, tested across 47 shared challenges. Updated April 2026.
GPT-5.4 and Healer Alpha are both competitive models. GPT-5.4 costs $2.5/M input tokens vs $0/M for Healer Alpha. Context windows: 1050K vs 262K tokens. Compare their real outputs side by side below.
GPT-5.4 is made by openai while Healer Alpha is from openrouter. GPT-5.4 has a 1050K token context window compared to Healer Alpha's 262K. On pricing, GPT-5.4 costs $2.5/M input tokens vs $0/M for Healer Alpha.
No community votes yet. On paper, GPT-5.4 has the edge — bigger context window, major provider backing.
Ask them anything yourself
Some models write identically. You are paying for the brand.
178 models fingerprinted across 32 writing dimensions. Free research.
185x
price gap between models that write identically
178
models
12
clone pairs
32
dimensions
279 AI models invented the same fake scientist.
We read every word. 250 models. 2.14 million words. This is what we found.

42 fights queued
30+ more head-to-head results. Free. Not a trick.
Free account. No card required. By continuing, you agree to Rival's Terms and Privacy Policy
42 fights queued
30+ more head-to-head results. Free. Not a trick.
Free account. No card required. By continuing, you agree to Rival's Terms and Privacy Policy