DeepSeek: DeepSeek V4 Flash 0731 vs inclusionAI: Ling-2.6-flash
Based on weekly OpenRouter usage tracked by AI Tier List, DeepSeek: DeepSeek V4 Flash 0731 ranks #1 overall — ahead of inclusionAI: Ling-2.6-flash at #37. inclusionAI: Ling-2.6-flash is cheaper on input tokens at $0.01/1M vs $0.14/1M for DeepSeek: DeepSeek V4 Flash 0731. DeepSeek: DeepSeek V4 Flash 0731 offers the larger context window at 1M tokens.
DeepSeek: DeepSeek V4 Flash 0731 vs inclusionAI: Ling-2.6-flash: which should you use?
Choose DeepSeek: DeepSeek V4 Flash 0731 if…
- It sees more real traffic — #1 overall on OpenRouter's weekly ranking, against #37 for inclusionAI: Ling-2.6-flash.
- Bigger context window — 1M vs 262K tokens.
- Higher Artificial Analysis intelligence index — 51.8 vs 14.2.
- Higher Artificial Analysis coding score — 69.1 vs 25.3.
- Higher Artificial Analysis agentic score — 48.4 vs 2.3.
- It is the newer model — released Jul 2026 against Apr 2026.
Choose inclusionAI: Ling-2.6-flash if…
- Cheaper to read — $0.01 vs $0.14 per 1M input tokens, which is what dominates long-prompt and RAG workloads.
- Cheaper to write — $0.03 vs $0.28 per 1M output tokens, the line item that decides generation-heavy costs.
Spec Comparison
| DeepSeek: DeepSeek V4 Flash 0731 | inclusionAI: Ling-2.6-flash | |
|---|---|---|
| Author | deepseek | inclusionai |
| Input price (per 1M tokens) | $0.14 | $0.01 |
| Output price (per 1M tokens) | $0.28 | $0.03 |
| Context window | 1M | 262K |
| Input modalities | text | text |
| Output modalities | text | text |
| AA Intelligence | 51.8 | 14.2 |
| AA Coding | 69.1 | 25.3 |
| AA Agentic | 48.4 | 2.3 |
| Released | Jul 2026 | Apr 2026 |
What DeepSeek: DeepSeek V4 Flash 0731 and inclusionAI: Ling-2.6-flash actually cost to run
On a read-heavy job — 1M tokens in, 100K out — DeepSeek: DeepSeek V4 Flash 0731 costs $0.17 and inclusionAI: Ling-2.6-flash costs $0.01.
Flip the shape — 100K in, 1M out — and it becomes $0.29 for DeepSeek: DeepSeek V4 Flash 0731 versus $0.03 for inclusionAI: Ling-2.6-flash.
Both figures are the published per-token rates multiplied out; caching and batch discounts are not included.
Usage Rank by Task
| Task | DeepSeek: DeepSeek V4 Flash 0731 | inclusionAI: Ling-2.6-flash |
|---|---|---|
| Overall | #1 | #37 |
| Memory Extraction | #6 | — |
| Multi-step Planning | #2 | — |
| Tool Dispatch | #2 | — |
| Web Search | #4 | — |
| Agent Workflows | #5 | — |
| Classification & Tagging | #9 | — |
| Debugging | #3 | — |
| DevOps Config | #2 | — |
| File Read/Write | #3 | — |
| Frontend UI | #2 | — |
| Code Implementation | #3 | — |
| Repo Analysis | #3 | — |
| Code Review & Security | #3 | — |
| Shell Execution | #6 | — |
About DeepSeek: DeepSeek V4 Flash 0731 and inclusionAI: Ling-2.6-flash
DeepSeek: DeepSeek V4 Flash 0731
Built by deepseek · released Jul 2026 · 1M-token context
DeepSeek V4 Flash 0731 is a sparse mixture-of-experts model from DeepSeek, with 13B active parameters out of 284B total. This re-post-trained revision is suited for coding, reasoning, and agent workflows....
inclusionAI: Ling-2.6-flash
Built by inclusionai · released Apr 2026 · 262K-token context
Ling-2.6-flash is an instant (instruct) model from inclusionAI with 104B total parameters and 7.4B active parameters, designed for real-world agents that require fast responses, strong execution, and high token efficiency....
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FAQ
Which is better, DeepSeek: DeepSeek V4 Flash 0731 or inclusionAI: Ling-2.6-flash?
Based on weekly OpenRouter usage tracked by AI Tier List, DeepSeek: DeepSeek V4 Flash 0731 ranks #1 overall — ahead of inclusionAI: Ling-2.6-flash at #37. inclusionAI: Ling-2.6-flash is cheaper on input tokens at $0.01/1M vs $0.14/1M for DeepSeek: DeepSeek V4 Flash 0731. DeepSeek: DeepSeek V4 Flash 0731 offers the larger context window at 1M tokens.
Which is cheaper, DeepSeek: DeepSeek V4 Flash 0731 or inclusionAI: Ling-2.6-flash?
inclusionAI: Ling-2.6-flash is cheaper at $0.01 per 1M input tokens. Output pricing: DeepSeek: DeepSeek V4 Flash 0731 $0.28, inclusionAI: Ling-2.6-flash $0.03.
Usage ranks are weekly data aggregated by OpenRouter. Prices are USD per 1M tokens.