Ternary Bonsai 2 27B
prism-ml/ternary-bonsai-2-27b- Prism Ml
- Family · Ternary Bonsai 2
- Open weights
- Text · Image → Text
- Reasoning · adjustable
- Tools · JSON · Vision
Not on OSMEXO yet
Spec & list price
Context256K
Max output32K
Input / 1M$0.07
Output / 1M$0.506.7× input
Usage
Tokens / day6.5M▼ 30% 7d
Usage rank#403
Requests / day3.4K
Tool calls / req0.06
Per request · 30 days
Avg input3.0K0.2× median
Avg output4430.6× median
Cache hit13%0.2× median
Reasoning share82%1.4× median
Tool-call failures0.1%0.1× median
Consumption
Peak 76.8M 16 OctLow 5.1M 5 OctRank today #403
Speed
Output speed#318/33419 tok/s3.3× slower than median
First token#2843.11 s2.9× longer than median
Technical details
- Reasoning
- on · xhigh
- Tokenizer
- Qwen
- License
- Apache 2.0
- Moderation
- none
- Downloads · likes
- 1.8M · 2.9K
Reasoning effort
- xhigh · default
- medium
- none
Request parameters 18
- tools
- tool_choice
- response_format
- structured_outputs
- reasoning
- reasoning_effort
- include_reasoning
- temperature
- top_p
- top_k
+8 more
- max_tokens
- stop
- seed
- frequency_penalty
- logprobs
- presence_penalty
- repetition_penalty
- top_logprobs
When to use
Best for
- Self-hosted assistants with open weights
- Tool-using agents on private infrastructure
- Long document Q&A with image inputs
- Adjustable reasoning depth per request
Think twice for
- Latency-critical high-volume chat
- Image generation
- Workloads needing proven benchmark leaders
Same family
Ternary Bonsai 2- P
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