Ling 2.6 Flash
AI model by InclusionAI. Real-time pricing and benchmark data.
Benchmarks
Editorial Analysis
Profile. Ling 2.6 Flash is a budget-tier option from InclusionAI at $0.30/M output tokens. Despite the low price, it scores competitively on GPQA Diamond (59.3%) and IFBench (57.4%) — making it a candidate for high-volume production workloads where unit cost dominates.
Latency. On latency, Ling 2.6 Flash reports 156 tok/s output speed and 667ms time-to-first-token. Output speed is in the normal range — most chat and completion applications will be token-bound, not streaming-bound.
Cost model. For a workload of 1M input tokens + 100K output tokens, Ling 2.6 Flash costs $0.13 per million input-equivalent requests. Multiply by your monthly request volume to project the bill, and compare against the speed/correctness profile above to decide if the trade-off is worth it for your workload.
Editorial summary generated from public pricing and benchmark data (Artificial Analysis API). All numbers are sourced — see the Artificial Analysis methodology for benchmark definitions. Last refreshed 2026-07-25.
Compare with similar models
| Model | Input | Output | Speed |
|---|---|---|---|
Ling 2.6 FlashCurrent | $0.10 | $0.30 | 156 tok/s |
| Gemma 4 12B (Reasoning) | $0.10 | $0.30 | 134 tok/s |
| Gemma 4 12B (Non-reasoning) | $0.10 | $0.30 | 127 tok/s |
| Nemotron 3 Nano Omni 30B A3B Reasoning | $0.07 | $0.30 | 323 tok/s |
| Step 3.5 Flash 2603 | $0.10 | $0.30 | 297 tok/s |
| Mistral Small 3 | $0.10 | $0.30 | 0 tok/s |