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Model comparison

Claude Haiku 5.5 vs Meta Llama 3.1 8B Instruct Turbo

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

Input price per 1M
₹9.83 ($0.100)
₹1.97 ($0.020)
Output price per 1M
₹49.13 ($0.500)
₹3.93 ($0.040)
Context window
1M tokens
128K tokens
Max output
128K tokens
128K tokens
Input types
text, image, pdf
text
Capabilities
tools, JSON, vision, reasoning
tools
Author
Anthropic
Meta
LMArena Web dev
1586
—
GPQA Diamond
89.6%
—
OTIS Mock AIME
98.9%
—
SimpleQA Verified
23.8%
—

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)
₹344
₹45.19
RAG month (40M in, 3M out)
₹540
₹90.39
Coding month (60M in, 10M out)
₹1,081
₹157

On a typical 75/25 input-output mix, Meta Llama 3.1 8B Instruct Turbo costs less (about 88% less than Claude Haiku 5.5). Claude Haiku 5.5 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": "anthropic/claude-haiku-5-5", "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, Claude Haiku 5.5 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 88%. Through Rapid Router both are billed at the provider list price per million tokens, in rupees.

Which has the larger context window?

Claude Haiku 5.5, at 1M tokens. Meta Llama 3.1 8B Instruct Turbo offers 128K tokens.

Can I switch between Claude Haiku 5.5 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 (anthropic/claude-haiku-5-5 or meta-llama/meta-llama-3.1-8b-instruct-turbo).

How do I pay for Claude Haiku 5.5 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.