gpt-oss-20b vs Laguna-XS-2.1
Specs, VRAM requirements and download trends — updated 23 October 2026.
openai · A · Open weights
Params
21.5 B
Context
131,072
30d
5.8 M
apache-2.0 · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | gpt-oss-20b | Laguna-XS-2.1 |
|---|---|---|
| Deployment | Open weights · also via API | Open weights · also via API |
| Parameters | 21.5 B | 33.4 B |
| Architecture | GptOssForCausalLM | LagunaForCausalLM |
| Context length | 131,072 | 262,144 |
| Licence | apache-2.0 | openmdw-1.1 |
| Commercial use | Allowed | Unknown |
| Languages | — | — |
| Downloads 30d | 5,779,711 | 477,664 |
| Downloads all time | 104.9 M | 583 K |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2025-08-04 | 2026-06-20 |
| API input price / 1M tokens | $0.018 | $0.06 |
| API output price / 1M tokens | $0.09 | $0.12 |
| Est. cost per 1M input + 1M output tokens | $0.11 | $0.18 |
| Cached input / 1M tokens | $0.009 | $0.03 |
| AA Intelligence Index | 10 | — |
| AA Coding Index | — | — |
| AA Agentic Index | — | — |
| Max output tokens | 32,768 | 32,768 |
| API providers | 10 | 1 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
gpt-oss-20b
$0.11
Laguna-XS-2.1
$0.18
gpt-oss-20b is 1.7× cheaper at list price.
Download trend
Daily snapshots, last 88 days (28 Jul – 23 Oct)
8.6 M183 K
gpt-oss-20b
Laguna-XS-2.1
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
gpt-oss-20b · fp16 @ 128K ctx
82.4 GB / 24 GB
Laguna-XS-2.1 · fp16 @ 256K ctx
234.6 GB / 24 GB