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Model comparison

GLM-5.3 vs GPT-5.5

Price in rupees, context and benchmarks side by side; same key, a one-string switch.

Input price per 1M
₹138 ($1.40)
₹491 ($5.00)
Output price per 1M
₹432 ($4.40)
₹2,948 ($30.00)
Context window
1M tokens
1.1M tokens
Max output
131K tokens
128K tokens
Input types
text
text, image, pdf
Capabilities
tools, JSON, reasoning
tools, JSON, vision, reasoning
Author
Z.ai
OpenAI
LMArena Overall
1474
1471
LMArena Coding
1497
1494
LMArena Math
1495
1487
LMArena Creative writing
1458
1455
LMArena Instruction following
1479
1478
LMArena Hard prompts
1490
1489
LMArena Vision
—
1297
LMArena Web dev
1621
—
GPQA Diamond
90.9%
90.7%
OTIS Mock AIME
91.1%
84.4%
SimpleQA Verified
41.0%
63.0%

Scores from LMArena and Epoch AI, as published; a blank cell means not measured there.

What a month costs on each

Chatbot month (15M in, 4M out)
₹3,792
₹19,159
RAG month (40M in, 3M out)
₹6,799
₹28,493
Coding month (60M in, 10M out)
₹12,576
₹58,950

On a typical 75/25 input-output mix, GLM-5.3 costs less (about 81% less than GPT-5.5). GPT-5.5 takes the longer prompt at 1.1M tokens. Try your own numbers in the cost calculator.

Call either one

curl
curl https://rapidrouter.ai/api/v1/chat/completions \
  -H "Authorization: Bearer $RAPIDROUTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "z-ai/glm-5.3", "messages": [{"role": "user", "content": "Hello"}]}'

# the other one: change the model string
  -d '{"model": "openai/gpt-5.5", ...}'

Common questions

Which is cheaper, GLM-5.3 or GPT-5.5?

GLM-5.3 is cheaper on a typical mix of 75% input and 25% output tokens, by about 81%. Through Rapid Router both are billed at the provider list price per million tokens, in rupees.

Which has the larger context window?

GPT-5.5, at 1.1M tokens. GLM-5.3 offers 1M tokens.

Can I switch between GLM-5.3 and GPT-5.5 without changing code?

Yes. Both are callable at https://rapidrouter.ai/api/v1 with the same OpenAI-compatible request; only the model string changes (z-ai/glm-5.3 or openai/gpt-5.5).

How do I pay for GLM-5.3 or GPT-5.5 in India?

Top up a Rapid Router balance with UPI or a card in rupees, get a GST invoice on every recharge, and both models debit that balance per request.