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Model comparison

Kimi K3 vs Llama 4 Scout 17B

Kimi K3 (Moonshot) and Llama 4 Scout 17B (Meta) side by side: what each costs per million tokens through Rapid Router, how much context each takes, what each supports, and where independent benchmarks place them. Same API, same key; switching is a one-string change.

Kimi K3Llama 4 Scout 17B
Input price per 1M$0.304$0.100
Output price per 1M$11.94$0.300
Context window1M tokens328K tokens
Max output131K tokens16K tokens
Input typestext, image, videotext, image
Capabilitiestools, JSON, vision, reasoningtools, JSON, vision
AuthorMoonshotMeta
LMArena Overall14751279
LMArena Coding15071286
LMArena Math14941287
LMArena Creative writing14561249
LMArena Instruction following14831248
LMArena Hard prompts14941266
LMArena Vision—1118
LMArena Web dev1655—
GPQA Diamond93.1%51.8%
MATH Level 5—62.3%
FrontierMath—0.0%
OTIS Mock AIME97.2%7.8%
SimpleQA Verified50.6%—

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

What a month costs on each

WorkloadKimi K3Llama 4 Scout 17B
Chatbot month (15M in, 4M out)$52.30$2.70
RAG month (40M in, 3M out)$47.97$4.90
Coding month (60M in, 10M out)$137.60$9.00

On a typical 75/25 input-output mix, Llama 4 Scout 17B costs less (about 95% less than Kimi K3). Kimi K3 takes the longer prompt at 1M 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": "moonshotai/kimi-k3", "messages": [{"role": "user", "content": "Hello"}]}'

# the other one: change the model string
  -d '{"model": "meta-llama/llama-4-scout-17b-16e-instruct", ...}'

Common questions

Which is cheaper, Kimi K3 or Llama 4 Scout 17B?

Llama 4 Scout 17B is cheaper on a typical mix of 75% input and 25% output tokens, by about 95%. Through Rapid Router both are billed at the provider list price per million tokens.

Which has the larger context window?

Kimi K3, at 1M tokens. Llama 4 Scout 17B offers 328K tokens.

Can I switch between Kimi K3 and Llama 4 Scout 17B without changing code?

Yes. Both are callable at https://rapidrouter.ai/api/v1 with the same OpenAI-compatible request; only the model string changes (moonshotai/kimi-k3 or meta-llama/llama-4-scout-17b-16e-instruct).

How do I pay for Kimi K3 or Llama 4 Scout 17B?

Top up a Rapid Router balance by card in US dollars, and both models debit that balance per request.

More Kimi models: Moonshot API pricing · More Llama: Meta API pricing