# inclusionAI Ling 3.0 Flash Fin

inclusionAI Ling 3.0 Flash Fin was last priced at $0.042 per million input tokens and $0.1232 per million output tokens, as of November 14, 2026. Only one of the 6 coding benchmarks behind the index has measured it, and the index needs two, so there is not enough data for a coding score. 16 benchmarks outside the index have a result below.

Page: https://llmbenchmark.ai/models/inclusionai-ling-3-0-flash-fin
Data from November 14, 2026. Every figure below names the board it was read from and the day.

- Maker: inclusionAI
- Released: August 27, 2026
- Price per million input tokens: $0.042
- Price per million output tokens: $0.1232
- Context window: 262K tokens
- Status: retired. No longer listed on OpenRouter since November 13, 2026; last listed price shown.
- Vibe Coding Index: not enough data (one index benchmark; at least two are needed to rank)

Benchmark results (17 of 222):

- Vibe Code Bench (Vals AI): 3.4% (OpenHands) (source: Vals AI boards, read November 14, 2026)
- Code migration (Vals AI): 1.8% (source: Vals AI boards, read November 14, 2026)
- Terminal-Bench 2.1 (Vals AI): 50.2% (Terminus 2) (source: Vals AI boards, read November 14, 2026)
- CyberBench (Vals AI): 58.3% (source: Vals AI boards, read November 14, 2026)
- Finance Agent (Vals AI): 54.9% (source: Vals AI boards, read November 14, 2026)
- Tax Agent Bench (Vals AI): 20.6% (source: Vals AI boards, read November 14, 2026)
- Legal Research Bench (Vals AI): 15.4% (source: Vals AI boards, read November 14, 2026)
- Excel Modeling Benchmark (Vals AI): 36.8% (source: Vals AI boards, read November 14, 2026)
- LegalBench (Vals AI): 68.7% (source: Vals AI boards, read November 14, 2026)
- MedCode (Vals AI): 29.3% (source: Vals AI boards, read November 14, 2026)
- MedScribe (Vals AI): 75.6% (source: Vals AI boards, read November 14, 2026)
- Humanity's Last Exam (Artificial Analysis run): 22.6% (source: Artificial Analysis, read November 14, 2026)
- SciCode: 42.4% (source: Artificial Analysis, read November 14, 2026)
- Long context reasoning (AA-LCR): 73.7% (source: Artificial Analysis, read November 14, 2026)
- Terminal-Bench 4.0 (Artificial Analysis run): 0.0% (source: Artificial Analysis, read November 14, 2026)
- HLE-Diamond (Artificial Analysis run): 5.4% (source: Artificial Analysis, read November 14, 2026)
- GDPval-AA: 1107 Elo (source: Artificial Analysis, read November 14, 2026)