Cost per task: structured extraction
2,000 tokens of source text in, 200 tokens of JSON out. Cost = input tokens × input price + output tokens × output price. “With caching” assumes three-quarters of the input is served from the prompt cache at the provider's cache-read price.
As of 25 Oct 2026, BenchLeader ranks Qwen3.5 Flash first on the Cost per task: structured extraction board at $0.0001, ahead of Qwen3.5-4B ($0.0001) and Nemotron 3 Nano 30B A3B ($0.0001).
287 models · data as of 25 Oct 2026
- 1Qwen3.5 Flash$0.0001
- 2Qwen3.5-4B (thinking)$0.0001
- 3Nemotron 3 Nano 30B A3B (thinking)$0.0001
- 4Granite 4.2 3B$0.0001
- 5Gemma 4 E4B (thinking)$0.0001
- 6gpt-oss-20b (high)$0.0001
- 7Gemma 4 E2B (thinking)$0.0001
- 8NVIDIA Nemotron Nano 9B v2 (thinking)$0.0001
- 9LFM2 24B A2B$0.0001
- 10Sarvam 105B (high)$0.0001
- 11Nova Micro$0.0001
- 12Mistral Small 3$0.0001
- 13Granite 3.3 8B (none)$0.0001
- 14DeepSeek-R1-0528-Qwen3-8B$0.0001
- 15Gemma 3 12B$0.0001
287 of 287
| # | ||||
|---|---|---|---|---|
| 1 | $0.096 | – | 65.3 | |
| 2 | $0.096 | – | 63.3 | |
| 3 | $0.072 | – | 42.4 | |
| 4 | $0.072 | – | 39.7 | |
| 5 | $0.056 | – | 53.7 | |
| 6 | $0.054 | – | 59.8 | |
| 7 | $0.045 | $0.025 | 56.4 | |
| 8 | $0.045 | $0.025 | 55.0 | |
| 9 | $0.045 | – | 39.2 | |
| 10 | $0.042 | $0.031 | 53.1 | |
| 11 | $0.030 | $0.015 | 70.5 | |
| 12 | $0.030 | $0.017 | 70.4 | |
| 13 | $0.030 | $0.017 | 69.3 | |
| 14 | $0.026 | – | 40.9 | |
| 15 | $0.016 | $0.0093 | 66.1 | |
| 16 | $0.016 | – | 58.0 | |
| 17 | $0.015 | $0.0083 | 68.8 | |
| 18 | $0.015 | $0.0083 | 63.3 | |
| 19 | $0.015 | $0.0083 | 63.2 | |
| 20 | $0.015 | $0.0083 | 62.7 | |
| 21 | $0.015 | $0.0083 | 59.9 | |
| 22 | $0.012 | $0.0063 | 72.6 | |
| 23 | $0.012 | $0.0066 | 68.0 | |
| 24 | $0.012 | $0.0063 | 67.5 | |
| 25 | $0.010 | – | 40.2 | |
| 26 | $0.0090 | $0.0050 | 64.8 | |
| 27 | $0.0090 | $0.0050 | 58.1 | |
| 28 | $0.0090 | – | 58.0 | |
| 29 | $0.0090 | $0.0050 | 57.1 | |
| 30 | $0.0090 | $0.0050 | 53.2 | |
| 31 | $0.0090 | – | 51.5 | |
| 32 | $0.0090 | – | 46.3 | |
| 33 | $0.0080 | $0.0046 | 64.7 | |
| 34 | $0.0075 | $0.0047 | 45.3 | |
| 35 | $0.0070 | $0.0051 | 43.9 | |
| 36 | $0.0070 | – | 41.8 | |
| 37 | $0.0065 | $0.0032 | 60.6 | |
| 38 | $0.0064 | $0.0037 | 64.4 | |
| 39 | $0.0064 | $0.0037 | 60.5 | |
| 40 | $0.0063 | $0.0039 | 63.8 | |
| 41 | $0.0063 | $0.0039 | 60.7 | |
| 42 | $0.0063 | $0.0039 | 59.4 | |
| 43 | $0.0060 | $0.0032 | 70.7 | |
| 44 | $0.0060 | $0.0032 | 69.9 | |
| 45 | $0.0060 | $0.0032 | 69.4 | |
| 46 | New | $0.0060 | $0.0033 | 66.9 |
| 47 | $0.0060 | $0.0033 | 66.4 | |
| 48 | $0.0060 | $0.0033 | 60.1 | |
| 49 | $0.0056 | $0.0034 | 59.5 | |
| 50 | $0.0056 | $0.0034 | 48.3 | |
| 51 | $0.0056 | – | 42.2 | |
| 52 | $0.0056 | – | 26.0 | |
| 53 | $0.0052 | $0.0030 | 64.2 | |
| 54 | $0.0052 | $0.0030 | 63.9 | |
| 55 | $0.0052 | $0.0025 | 63.3 | |
| 56 | $0.0052 | $0.0026 | 61.0 | |
| 57 | $0.0052 | $0.0027 | 59.3 | |
| 58 | $0.0052 | – | 41.9 | |
| 59 | $0.0052 | – | 40.7 | |
| 60 | $0.0052 | – | 37.4 |
Cite as: BenchLeader, “Cost per task: structured extraction”, data as of 25 Oct 2026, https://www.benchleader.com/leaderboards/cost-extraction.