Model comparison
Grok 4.5 vs Llama 4 Scout 17B
Grok 4.5 (xAI) 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.
| Grok 4.5 | Llama 4 Scout 17B | |
|---|---|---|
| Input price per 1M | $2.00 | $0.100 |
| Output price per 1M | $6.00 | $0.300 |
| Context window | 500K tokens | 328K tokens |
| Max output | 500K tokens | 16K tokens |
| Input types | text, image, pdf | text, image |
| Capabilities | tools, JSON, vision, reasoning | tools, JSON, vision |
| Author | xAI | Meta |
| LMArena Overall | 1448 | 1279 |
| LMArena Coding | 1474 | 1286 |
| LMArena Math | 1459 | 1287 |
| LMArena Creative writing | 1442 | 1249 |
| LMArena Instruction following | 1446 | 1248 |
| LMArena Hard prompts | 1462 | 1266 |
| LMArena Vision | 1288 | 1118 |
| LMArena Web dev | 1553 | — |
| GPQA Diamond | 93.4% | 51.8% |
| MATH Level 5 | — | 62.3% |
| FrontierMath | — | 0.0% |
| OTIS Mock AIME | 97.8% | 7.8% |
| SimpleQA Verified | 48.3% | — |
Scores from LMArena and Epoch AI, as published; a blank cell means not measured there.
What a month costs on each
| Workload | Grok 4.5 | Llama 4 Scout 17B |
|---|---|---|
| Chatbot month (15M in, 4M out) | $54.00 | $2.70 |
| RAG month (40M in, 3M out) | $98.00 | $4.90 |
| Coding month (60M in, 10M out) | $180.00 | $9.00 |
On a typical 75/25 input-output mix, Llama 4 Scout 17B costs less (about 95% less than Grok 4.5). Grok 4.5 takes the longer prompt at 500K 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": "x-ai/grok-4.5", "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, Grok 4.5 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?
Grok 4.5, at 500K tokens. Llama 4 Scout 17B offers 328K tokens.
Can I switch between Grok 4.5 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 (x-ai/grok-4.5 or meta-llama/llama-4-scout-17b-16e-instruct).
How do I pay for Grok 4.5 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 Grok models: xAI API pricing · More Llama: Meta API pricing