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
inclusionAI: Ling 3.0 Flash wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enablin…
Model details →Side-by-side comparison
| Capability | AI21: Jamba Large 1.7 | inclusionAI: Ling 3.0 Flash | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 256K | 262K | 🏆 inclusionAI: Ling 3.0 Flash |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $2.00 | $0.02 | 🏆 inclusionAI: Ling 3.0 Flash |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $8.00 | $0.06 | 🏆 inclusionAI: Ling 3.0 Flash |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | Yes | 🏆 inclusionAI: Ling 3.0 Flash |
Frequently asked questions
Is AI21: Jamba Large 1.7 better than inclusionAI: Ling 3.0 Flash?
inclusionAI: Ling 3.0 Flash 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?
Input: $2.00 vs $0.02 per 1M tokens. Output: $8.00 vs $0.06 per 1M tokens.
What context windows do AI21: Jamba Large 1.7 and inclusionAI: Ling 3.0 Flash support?
AI21: Jamba Large 1.7 supports up to 256K tokens. inclusionAI: Ling 3.0 Flash supports up to 262K tokens.
Do both AI21: Jamba Large 1.7 and inclusionAI: Ling 3.0 Flash support tool calling?
AI21: Jamba Large 1.7: yes. inclusionAI: Ling 3.0 Flash: yes.