Claude Haiku 5.5 vs Ling 3.1 Flash
API pricing, benchmark indices and specs — updated 19 October 2026.
anthropic · A · API-only
Input / 1M
$0.10
Output / 1M
$0.50
AA index
43.4
proprietary · 1M context
inclusionai · B · API-only
Input / 1M
$0.075
Output / 1M
$0.23
AA index
41.1
proprietary · 262.1K context
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | Claude Haiku 5.5 | Ling 3.1 Flash |
|---|---|---|
| Deployment | API-only (closed weights) | API-only (closed weights) |
| Parameters | n/a — API-only | n/a — API-only |
| Architecture | n/a — API-only | n/a — API-only |
| Context length | 1,000,000 | 262,144 |
| Licence | Proprietary | Proprietary |
| Commercial use | Per API terms | Per API terms |
| Languages | n/a — API-only | n/a — API-only |
| Downloads 30d | n/a — API-only | n/a — API-only |
| Downloads all time | n/a — API-only | n/a — API-only |
| Quantizations on the Hub | n/a — API-only | n/a — API-only |
| Gated | n/a — API-only | n/a — API-only |
| First seen on the Hub | n/a — API-only | n/a — API-only |
| API input price / 1M tokens | $0.10 | $0.075 |
| API output price / 1M tokens | $0.50 | $0.23 |
| Est. cost per 1M input + 1M output tokens | $0.60 | $0.30 |
| Cached input / 1M tokens | $0.01 | $0.015 |
| AA Intelligence Index | 43.4 | 41.1 |
| AA Coding Index | — | — |
| AA Agentic Index | — | — |
| Max output tokens | 128,000 | 235,929 |
| API providers | 5 | 2 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
Claude Haiku 5.5
$0.60
Ling 3.1 Flash
$0.30
Ling 3.1 Flash is 2.0× cheaper at list price.