Ling 3.1 Flash 1019
By InclusionAI · released 2026-10-22 (2 days) · snapshot 2026-10-24
- Intelligence index
- 43.90
- Cost to run the AA index
- $1552
- Price per 1M tokens (in / out)
- $0.30 / $0.90
Is Ling 3.1 Flash 1019 on the Pareto frontier, and what beats it?
Off the frontier
No. GPT-6.1 Sol (Max) is at least as smart for the same money or less.
Next step up: Claude Opus 5.5 (High, Default Fallback), smarter but dearer.
| # | Model | Creator | Intelligence | Total cost | E2E total | Open | Released | Frontier |
|---|---|---|---|---|---|---|---|---|
| 1 | Ling 3.1 Flash 1019 | InclusionAI | 43.90 | $1552 | - | 2026-10-22 | ||
| 2 | GPT-6.1 Sol (Max) | OpenAI | 51.80 | $1082 | 220.5s | 2026-09-29 | Frontier | |
| 3 | Claude Opus 5.5 (High, Default Fallback) | Anthropic | 53.60 | $2172 | 33.8s | 2026-09-22 | Frontier |
Open in the picker Daily check URL: 200 on the frontier, 409 once beaten
Ling 3.1 Flash 1019 today
Intelligence: Artificial Analysis Intelligence Index. Cost: total cost to run that benchmark, so reasoning tokens count. API id: ling-3-1-flash-1019.
Compare head to head
Suggested: what beats it, its effort levels, and frontier models near its price.
What the Ling 3.1 Flash 1019 release did to the frontier on 2026-10-22
None of its 1 effort levels reached the frontier at launch.
Closest miss: Ling 3.1 Flash 1019, 2.4 points below MiMo-V2.6-Pro at 7.5× the cost.
Should you use Ling 3.1 Flash 1019?
Should you use Ling 3.1 Flash 1019?
Only when it fits your setup: GPT-6.1 Sol (Max) is at least as smart for the same money or less, so Ling 3.1 Flash 1019 is off the value frontier today.
What is better and cheaper than Ling 3.1 Flash 1019?
GPT-6.1 Sol (Max) — at least as smart for the same money or less.
How much does Ling 3.1 Flash 1019 cost?
$0.30/$0.90 in/out per 1M tokens, and $1552 to run the full Artificial Analysis Intelligence Index, the honest all-in number for reasoning models.
Is Ling 3.1 Flash 1019 on the Pareto frontier?
No: GPT-6.1 Sol (Max) beats it on intelligence, cost, or both.
Frontier membership by axis pair
Other axis pairs where Ling 3.1 Flash 1019 is Pareto-optimal.
| Y axis | X axis | On the frontier |
|---|---|---|
| AA intelligence index | AA total cost to run (USD) | |
| AA intelligence index | End-to-end total seconds | no data |
| AA intelligence index | Output speed tokens/sec | no data |
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/models/ling-3-1-flash-1019 · Markdown: /api/v1/models/ling-3-1-flash-1019?format=md · llms.txt · agent skill