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...
Model details →AI21: Jamba Large 1.7 vs OpenAI: o4 Mini Deep Research
OpenAI: o4 Mini Deep Research wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
o4-mini-deep-research is OpenAI's faster, more affordable deep research model—ideal for tackling complex, multi-step research tasks. Note: This model always uses the 'web_search' tool which adds additional cost.
Model details →Side-by-side comparison
| Capability | AI21: Jamba Large 1.7 | OpenAI: o4 Mini Deep Research | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 256K | 200K | 🏆 AI21: Jamba Large 1.7 |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $2.00 | $2.00 | Tie |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $8.00 | $8.00 | Tie |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | — | Yes | 🏆 OpenAI: o4 Mini Deep Research |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | Yes | 🏆 OpenAI: o4 Mini Deep Research |
Frequently asked questions
Is AI21: Jamba Large 1.7 better than OpenAI: o4 Mini Deep Research?
OpenAI: o4 Mini Deep Research wins on 2 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 OpenAI: o4 Mini Deep Research?
Input: $2.00 vs $2.00 per 1M tokens. Output: $8.00 vs $8.00 per 1M tokens.
What context windows do AI21: Jamba Large 1.7 and OpenAI: o4 Mini Deep Research support?
AI21: Jamba Large 1.7 supports up to 256K tokens. OpenAI: o4 Mini Deep Research supports up to 200K tokens.
Do both AI21: Jamba Large 1.7 and OpenAI: o4 Mini Deep Research support tool calling?
AI21: Jamba Large 1.7: yes. OpenAI: o4 Mini Deep Research: yes.
Compare AI21: Jamba Large 1.7 with other models
vs Anthropic Claude Haiku Latestvs Anthropic Claude Sonnet Latestvs Anthropic: Claude Fable Latestvs Anthropic: Claude Opus Latest