GLM-4.6V vs Meta Llama 3.1 8B Instruct Turbo
Price in rupees, context and benchmarks side by side; same key, a one-string switch.
Scores from LMArena and Epoch AI, as published; a blank cell means not measured there.
What a month costs on each
On a typical 75/25 input-output mix, Meta Llama 3.1 8B Instruct Turbo costs less (about 82% less than GLM-4.6V). GLM-4.6V takes the longer prompt at 128K tokens. Try your own numbers in the cost calculator.
Call either one
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": "meta-llama/meta-llama-3.1-8b-instruct-turbo", ...}'Common questions
Which is cheaper, GLM-4.6V or Meta Llama 3.1 8B Instruct Turbo?
Meta Llama 3.1 8B Instruct Turbo is cheaper on a typical mix of 75% input and 25% output tokens, by about 82%. Through Rapid Router both are billed at the provider list price per million tokens, in rupees.
Which has the larger context window?
GLM-4.6V, at 128K tokens. Meta Llama 3.1 8B Instruct Turbo offers 128K tokens.
Can I switch between GLM-4.6V and Meta Llama 3.1 8B Instruct Turbo 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 meta-llama/meta-llama-3.1-8b-instruct-turbo).
How do I pay for GLM-4.6V or Meta Llama 3.1 8B Instruct Turbo 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.