Side-by-side comparison of pricing, 12 benchmarks, and generation speed.
| Metric | Grok 4 Fast (Non-reasoning) | Ling-flash-2.0 |
|---|---|---|
| Input ($/M tokens) | $0.2 | $0.14 |
| Output ($/M tokens) | $0.5 | $0.57 |
Data from Artificial Analysis API — 12 benchmarks
Ling-flash-2.0 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.25/M tokens vs $0.28/M for Grok 4 Fast (Non-reasoning).
Ling-flash-2.0 wins 6 out of 12 benchmarks compared to 5 for Grok 4 Fast (Non-reasoning). See the detailed benchmark chart above for per-category results.
Grok 4 Fast (Non-reasoning) generates tokens faster at 123 tok/s vs 64 tok/s. Grok 4 Fast (Non-reasoning) also has lower time-to-first-token (0.30s vs 1.43s).
Choose based on your priorities: Ling-flash-2.0 for lower cost, Ling-flash-2.0 for stronger benchmark performance, and Grok 4 Fast (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.