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 inclusionAI: Ling 3.0 Flash VL
inclusionAI: Ling 3.0 Flash VL wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
Model details →Side-by-side comparison
| Capability | AI21: Jamba Large 1.7 | inclusionAI: Ling 3.0 Flash VL | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 256K | 131K | 🏆 AI21: Jamba Large 1.7 |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $2.00 | $0.06 | 🏆 inclusionAI: Ling 3.0 Flash VL |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $8.00 | $0.18 | 🏆 inclusionAI: Ling 3.0 Flash VL |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | — | Yes | 🏆 inclusionAI: Ling 3.0 Flash VL |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | Yes | 🏆 inclusionAI: Ling 3.0 Flash VL |
Frequently asked questions
Is AI21: Jamba Large 1.7 better than inclusionAI: Ling 3.0 Flash VL?
inclusionAI: Ling 3.0 Flash VL wins on 4 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 inclusionAI: Ling 3.0 Flash VL?
Input: $2.00 vs $0.06 per 1M tokens. Output: $8.00 vs $0.18 per 1M tokens.
What context windows do AI21: Jamba Large 1.7 and inclusionAI: Ling 3.0 Flash VL support?
AI21: Jamba Large 1.7 supports up to 256K tokens. inclusionAI: Ling 3.0 Flash VL supports up to 131K tokens.
Do both AI21: Jamba Large 1.7 and inclusionAI: Ling 3.0 Flash VL support tool calling?
AI21: Jamba Large 1.7: yes. inclusionAI: Ling 3.0 Flash VL: yes.