DeepSeek-R1 vs LongCat-2.0
Specs, VRAM requirements and download trends — updated 24 October 2026.
deepseek-ai · A · Open weights
Params
684.5 B
Context
163,840
30d
1.4 M
mit · commercial OK
meituan-longcat · B · Open weights
Params
1,775.6 B
Context
262,144
30d
3 K
mit · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | DeepSeek-R1 | LongCat-2.0 |
|---|---|---|
| Deployment | Open weights · also via API | Open weights · also via API |
| Parameters | 684.5 B | 1,775.6 B |
| Architecture | DeepseekV3ForCausalLM | LongcatCausalLM |
| Context length | 163,840 | 262,144 |
| Licence | mit | mit |
| Commercial use | Allowed | Allowed |
| Languages | — | — |
| Downloads 30d | 1,391,551 | 2,563 |
| Downloads all time | 50.3 M | 9 K |
| Quantizations on the Hub | SAFETENSORS | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2025-01-20 | 2026-07-05 |
| API input price / 1M tokens | $0.70 | $0.30 |
| API output price / 1M tokens | $2.50 | $1.20 |
| Est. cost per 1M input + 1M output tokens | $3.20 | $1.50 |
| Cached input / 1M tokens | — | $0.006 |
| AA Intelligence Index | 11.4 | 19.1 |
| AA Coding Index | 24.6 | 45.3 |
| AA Agentic Index | 1.1 | 14 |
| Max output tokens | 16,000 | 262,144 |
| API providers | — | 1 |
| Tool calling | Yes | Yes |
| Reasoning mode | Yes | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
DeepSeek-R1
$3.20
LongCat-2.0
$1.50
LongCat-2.0 is 2.1× cheaper at list price.
Download trend
Daily snapshots, last 89 days (28 Jul – 24 Oct)
9.9 M2 K
DeepSeek-R1
LongCat-2.0
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
DeepSeek-R1 · fp16 @ 160K ctx
2,811.5 GB / 24 GB
LongCat-2.0 · fp16 @ 256K ctx
12,430.1 GB / 24 GB