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Model comparison

GLM-4.6V vs GPT OSS 20B

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

Input price per 1M
₹6.94 ($0.070)
₹2.97 ($0.030)
Output price per 1M
₹33.69 ($0.340)
₹13.87 ($0.140)
Context window
128K tokens
131K tokens
Max output
33K tokens
33K tokens
Input types
text, image, video
text
Capabilities
tools, vision, reasoning
JSON, reasoning
Author
Z.ai
OpenAI
LMArena Overall
1376
1288
LMArena Coding
1389
1307
LMArena Math
—
1317
LMArena Creative writing
1347
1201
LMArena Instruction following
1351
1236
LMArena Hard prompts
1368
1274
LMArena Vision
1164
—
GPQA Diamond
—
60.8%
OTIS Mock AIME
—
65.3%

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)
₹239
₹100
RAG month (40M in, 3M out)
₹378
₹161
Coding month (60M in, 10M out)
₹753
₹317

On a typical 75/25 input-output mix, GPT OSS 20B costs less (about 58% less than GLM-4.6V). GPT OSS 20B takes the longer prompt at 131K 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-4.6v", "messages": [{"role": "user", "content": "Hello"}]}'

# the other one: change the model string
  -d '{"model": "openai/gpt-oss-20b", ...}'

Common questions

Which is cheaper, GLM-4.6V or GPT OSS 20B?

GPT OSS 20B is cheaper on a typical mix of 75% input and 25% output tokens, by about 58%. Through Rapid Router both are billed at the provider list price per million tokens, in rupees.

Which has the larger context window?

GPT OSS 20B, at 131K tokens. GLM-4.6V offers 128K tokens.

Can I switch between GLM-4.6V and GPT OSS 20B 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-4.6v or openai/gpt-oss-20b).

How do I pay for GLM-4.6V or GPT OSS 20B 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.