Groq llama-3.1-8b-instant vs Together AI qwen-2.5-7b-instruct-turbo — list pricing, worked examples, interactive calculator. Verified 2026-05-15.
| llama-3.1-8b-instant | qwen-2.5-7b-instruct-turbo | |
|---|---|---|
| Input / 1M tokens | $0.05 | $0.30 |
| Output / 1M tokens | $0.08 | $0.30 |
| Cache write / 1M tokens | — | — |
| Cache read / 1M tokens | — | — |
Sources: Groq, Together AI. Verified 2026-05-15. Re-verify before relying on these numbers for budget commits.
| Workload shape | llama-3.1-8b-instant | qwen-2.5-7b-instruct-turbo | Cheaper |
|---|---|---|---|
| 1k in + 500 out (tool call) | $0.000090 | $0.000450 | llama-3.1-8b-instant (5.0× cheaper) |
| 10k in + 1k out (RAG) | $0.000580 | $0.0033 | llama-3.1-8b-instant (5.7× cheaper) |
| 100k in + 1k out (long doc) | $0.0051 | $0.0303 | llama-3.1-8b-instant (6.0× cheaper) |
| 2k in + 4k out (long gen) | $0.000420 | $0.0018 | llama-3.1-8b-instant (4.3× cheaper) |
$0.05 in / $0.08 out. qwen-2.5-7b-instruct-turbo costs $0.30 in / $0.30 out. Workloads that are completion-heavy weigh output prices more.Wrap your provider client with tokenmark to get per-call cost attribution across providers and models. No platform, no signup — JSONL log on disk you can query via CLI or MCP.
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