Capabilities
7-day heat trend
+10.7%Pricing breakdown
Typical 3:1 output-to-input mix, per 1M tokens
Estimated monthly cost by workload
Market position
- Cheaper than 43% of tracked models
- Faster than 4% of tracked models
- Efficiency rank: #584 of 1105
Best suited for
General-purpose text generation, chat, summarization and content workloads where broad capability and low cost matter most.
About Zamba2-1.2B-instruct
Zyphra Zamba2 1.2B Instruct is a compact instruction model card for lower-cost text route prefill.
Zamba2-1.2B-instruct is a Text model from Zyphra (US). HotON.ai tracks it at $0.00 per 1M input tokens and $0.00 per 1M output tokens, with a 33K-token context window, ~121 tokens/sec throughput and 99.4% availability. Its composite efficiency score is 89/100 at an estimated $0.000 per successful task.
Compare Zamba2-1.2B-instruct
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Frequently asked questions
How much does Zamba2-1.2B-instruct cost per 1M tokens?+
Zamba2-1.2B-instruct is tracked at $0.00 per 1M input tokens and $0.00 per 1M output tokens. A typical 3:1 output-to-input workload blends to roughly $0.00 per 1M tokens. Figures are illustrative demo data.
What is Zamba2-1.2B-instruct best for?+
General-purpose text generation, chat, summarization and content workloads where broad capability and low cost matter most.
How fast is Zamba2-1.2B-instruct?+
Zamba2-1.2B-instruct delivers about 121 tokens/sec with 99.4% tracked availability, suitable for latency-sensitive, real-time applications.
Is Zamba2-1.2B-instruct cheaper than other AI models?+
Within the HotON.ai tracked set, Zamba2-1.2B-instruct is cheaper than 43% of models on input price and ranks #584 of 1105 by overall efficiency.
Related models
Pricing is real (via the TestKey catalog, updated daily). Quality (Arena Elo) is real where the model is ranked on LMArena. Speed, availability and efficiency are modeled estimates.