Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | Ring-flash-2.0 | Llama 3.1 Instruct 70B |
|---|---|---|
| Input ($/M tokens) | $0.14 | $0.56 |
| Output ($/M tokens) | $0.57 | $0.56 |
Data from Artificial Analysis API — 12 benchmarks
Ring-flash-2.0 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.25/M tokens vs $0.56/M for Llama 3.1 Instruct 70B.
Ring-flash-2.0 wins 9 out of 12 benchmarks compared to 3 for Llama 3.1 Instruct 70B. See the detailed benchmark chart above for per-category results.
Ring-flash-2.0 generates tokens faster at 81 tok/s vs 31 tok/s. However, Llama 3.1 Instruct 70B has lower time-to-first-token (0.55s vs 1.56s).
Choose based on your priorities: Ring-flash-2.0 for lower cost, Ring-flash-2.0 for stronger benchmark performance, and Ring-flash-2.0 for faster generation. For latency-sensitive apps, check the TTFT comparison above.