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OSMEXO

Nex-N2.5-Pro

nex-agi/nex-n2.5-pro
  • Nex Agi
  • Family · Nex-N2-Pro
  • Open weights
  • Text · Image → Text
  • Reasoning · adjustable
  • Tools · JSON · Vision
Not on OSMEXO yet
Spec & list price
Context256K
Max output236K
Input / 1M$0.07
Output / 1M$0.253.3× input
Usage
Tokens / day319.0M▲ 22% 7d
Usage rank#244
Requests / day58.6K
Tool calls / req0.17
Per request · 30 days
Avg input17.5K1.2× median
Avg output756about median
Cache hit48%0.7× median
Reasoning share82%1.5× median
Tool-call failures2.1%1.1× median

Consumption

1.7B3.3B5.0B3 Oct17 Oct1 Nov
Peak 4.0B 10 OctLow 37.6M 28 SepRank today #244

Speed

Output speed#227/33448 tok/s1.3× slower than median
First token#820.62 s1.7× quicker than median

Technical details

Reasoning
on · high
Tokenizer
Qwen3
License
Apache 2.0
Parameters
397B
Moderation
none
Downloads · likes
2.0K · 678
Reasoning effort
  • high · default
  • medium
  • none
Request parameters 12
  • tools
  • tool_choice
  • structured_outputs
  • reasoning
  • reasoning_effort
  • include_reasoning
  • temperature
  • top_p
  • top_k
  • max_tokens
+2 more
  • logprobs
  • top_logprobs

When to use

Best for

  • Agent workflows with tool calling
  • Self-hosted deployments using open weights
  • Image understanding in chat apps
  • Long document analysis with reasoning
  • Structured data extraction

Think twice for

  • Image generation
  • Lowest-cost bulk processing
  • New projects when usage is falling

Same family

Nex-N2-Pro

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