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Model comparison

Gemini 4 Carbon vs GLM-5.3

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

Input price per 1M
₹195 ($2.00)
₹136 ($1.40)
Output price per 1M
₹974 ($10.00)
₹429 ($4.40)
Context window
1M tokens
1M tokens
Max output
33K tokens
131K tokens
Input types
text, image, video, audio, pdf
text
Capabilities
tools, JSON, vision, audio, reasoning
tools, JSON, reasoning
Author
Google
Z.ai
LMArena Overall
1540
1474
LMArena Coding
1570
1497
LMArena Math
1536
1497
LMArena Creative writing
1531
1459
LMArena Instruction following
1539
1481
LMArena Hard prompts
1553
1490
LMArena Web dev
1768
1623
GPQA Diamond
96.5%
90.9%
OTIS Mock AIME
100.0%
91.1%
SimpleQA Verified
77.7%
41.0%

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

What a month costs on each

Chatbot month (15M in, 4M out)
₹6,821
₹3,761
RAG month (40M in, 3M out)
₹10,718
₹6,743
Coding month (60M in, 10M out)
₹21,437
₹12,472

On a typical 75/25 input-output mix, GLM-5.3 costs less (about 46% less than Gemini 4 Carbon). Gemini 4 Carbon takes the longer prompt at 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": "google/gemini-4-carbon", "messages": [{"role": "user", "content": "Hello"}]}'

# the other one: change the model string
  -d '{"model": "z-ai/glm-5.3", ...}'

Common questions

Which is cheaper, Gemini 4 Carbon or GLM-5.3?

GLM-5.3 is cheaper on a typical mix of 75% input and 25% output tokens, by about 46%. Through Rapid Router both are billed at the provider list price per million tokens, in rupees.

Which has the larger context window?

Gemini 4 Carbon, at 1M tokens. GLM-5.3 offers 1M tokens.

Can I switch between Gemini 4 Carbon and GLM-5.3 without changing code?

Yes. Both are callable at https://rapidrouter.ai/api/v1 with the same OpenAI-compatible request; only the model string changes (google/gemini-4-carbon or z-ai/glm-5.3).

How do I pay for Gemini 4 Carbon or GLM-5.3 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.