Jamba Large 1.7 is the latest model in the Jamba open family, offering improvements in grounding, instruction-following, and overall efficiency. Built on a hybrid SSM-Transformer architecture with a 256K context window, it delivers more acc…
Model details →AI21: Jamba Large 1.7 vs DeepSeek: DeepSeek V3.2 Speciale
DeepSeek: DeepSeek V3.2 Speciale wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinfor…
Model details →Side-by-side comparison
| Capability | AI21: Jamba Large 1.7 | DeepSeek: DeepSeek V3.2 Speciale | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 256K | 164K | 🏆 AI21: Jamba Large 1.7 |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $2.00 | $0.40 | 🏆 DeepSeek: DeepSeek V3.2 Speciale |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $8.00 | $1.20 | 🏆 DeepSeek: DeepSeek V3.2 Speciale |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | — | 🏆 AI21: Jamba Large 1.7 |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | Yes | 🏆 DeepSeek: DeepSeek V3.2 Speciale |
Frequently asked questions
Is AI21: Jamba Large 1.7 better than DeepSeek: DeepSeek V3.2 Speciale?
DeepSeek: DeepSeek V3.2 Speciale wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between AI21: Jamba Large 1.7 and DeepSeek: DeepSeek V3.2 Speciale?
Input: $2.00 vs $0.40 per 1M tokens. Output: $8.00 vs $1.20 per 1M tokens.
What context windows do AI21: Jamba Large 1.7 and DeepSeek: DeepSeek V3.2 Speciale support?
AI21: Jamba Large 1.7 supports up to 256K tokens. DeepSeek: DeepSeek V3.2 Speciale supports up to 164K tokens.
Do both AI21: Jamba Large 1.7 and DeepSeek: DeepSeek V3.2 Speciale support tool calling?
AI21: Jamba Large 1.7: yes. DeepSeek: DeepSeek V3.2 Speciale: not advertised.