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Jamba Large 1.7 vs Qwen3 VL 8B Instruct

Detailed technical comparison between Jamba Large 1.7 (AI21 Labs) and Qwen3 VL 8B Instruct (Alibaba). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

Jamba Large 1.7: 6 WinsvsQwen3 VL 8B Instruct: 0 Wins
Context Leader

Qwen3 VL 8B Instruct

262,144 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Qwen3 VL 8B Instruct

$0.12 / MTok
AI21 Labsactive

Jamba Large 1.7

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...

View Jamba Large 1.7 Full Specs →
Alibabaactive

Qwen3 VL 8B Instruct

Qwen3-VL-8B-Instruct is a multimodal vision-language model from the Qwen3-VL series, built for high-fidelity understanding and reasoning across text, images, and video. It features improved multimodal fusion with Interleaved-MRoPE for long-horizon...

View Qwen3 VL 8B Instruct Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationJamba Large 1.7Qwen3 VL 8B Instruct
ProviderAI21 LabsAlibaba
Context Window256,000 tokens262,144 tokens🏆
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apiself hostable
Production StabilityStable GA (est.)Stable GA (est.)
API AvailableYesYes
Released Date2025-08-082025-10-14

API Pricing Comparison

Input Price per Million Tokens

Jamba Large 1.7

$2.00

Qwen3 VL 8B Instruct

$0.12

Output Price per Million Tokens

Jamba Large 1.7

$8.00

Qwen3 VL 8B Instruct

$0.46

💡 Cost Ratio: Qwen3 VL 8B Instruct is 17.1x cheaper per input token than Jamba Large 1.7.

Want to test both models live?

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Benchmark Performance Metrics

Standardized Scores (0–100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
87.8%vs75.4%+12.4% Jamba Large 1.7
Jamba Large 1.7 🏆
Qwen3 VL 8B Instruct
HumanEvalPython coding & logic synthesis
87.0%vs71.6%+15.4% Jamba Large 1.7
Jamba Large 1.7 🏆
Qwen3 VL 8B Instruct
MATHComplex mathematical problem solving
68.2%vs41.4%+26.8% Jamba Large 1.7
Jamba Large 1.7 🏆
Qwen3 VL 8B Instruct
GPQAGraduate-level expert reasoning
49.6%vs28.8%+20.8% Jamba Large 1.7
Jamba Large 1.7 🏆
Qwen3 VL 8B Instruct
HellaSwagCommonsense reasoning and inference
85.4%vs76.0%+9.4% Jamba Large 1.7
Jamba Large 1.7 🏆
Qwen3 VL 8B Instruct
MT-BenchMulti-turn conversation flow quality
9.1%vs7.9%+1.3% Jamba Large 1.7
Jamba Large 1.7 🏆
Qwen3 VL 8B Instruct

Jamba Large 1.7 Quirks & Gotchas

No developer gotchas reported.

Qwen3 VL 8B Instruct Quirks & Gotchas

No developer gotchas reported.

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