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Jamba Large 1.7 vs Qwen3 Coder 30B A3B Instruct

Jamba Large 1.7

AI21 Labs

40#323
vs
Signal-by-Signal Comparison
SignalJamba Large 1.7DeltaQwen3 Coder 30B A3B Instruct
Capabilities
50
--
50
Pricing
92
-8
100
Context window size
86
0
86
Recency
66
+2
65
Output Capacity
60
-15
75
Overall Result
1 wins
of 5
3 wins
Qwen3 Coder 30B A3B Instruct wins 3 of 5 signals

Score History

Score History (25 data points)
Jamba Large 1.7Qwen3 Coder 30B A3B Instruct
Jamba Large 1.7

40

current score

Leader

Tied

right now

Qwen3 Coder 30B A3B Instruct

40

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Jamba Large 1.7

AI21 Labs

Per request$0.006000
Daily$20.00
Monthly$600.00
Annual$7200.00

Qwen3 Coder 30B A3B Instruct

Alibaba

Best Value
Per request$0.000205
Daily$0.68
Monthly$20.50
Annual$246.00

Qwen3 Coder 30B A3B Instruct saves you $579.50/month

That's $6954.00/year compared to Jamba Large 1.7 at your current usage level of 100K calls/month.

97% cheaper
Choose Qwen3 Coder 30B A3B Instruct for cost optimization

Jamba Large 1.7 pricing:
Input:$2.00/M tokens
Output:$8.00/M tokens
Qwen3 Coder 30B A3B Instruct pricing:
Input:$0.07/M tokens
Output:$0.27/M tokens
Tie
Jamba Large 1.7

AI21 Labs

40

Composite Score

Tie
Qwen3 Coder 30B A3B Instruct

Alibaba

40

Composite Score

Signal-by-Signal Comparison
MetricJamba Large 1.7Qwen3 Coder 30B A3B InstructWinner
Overall Score
40
40
--
Rank#323#325
Jamba Large 1.7
Quality Rank#323#325
Jamba Large 1.7
Adoption Rank#323#325
Jamba Large 1.7
Parameters--30B--
Context Window256K262K
Qwen3 Coder 30B A3B Instruct
Pricing$2.00/$8.00/M$0.07/$0.27/M--
Signal Scores
Capabilities
50
50
Jamba Large 1.7
Pricing
92
100
Qwen3 Coder 30B A3B Instruct
Context window size
86
86
Qwen3 Coder 30B A3B Instruct
Recency
66
65
Jamba Large 1.7
Output Capacity
60
75
Qwen3 Coder 30B A3B Instruct
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Jamba Large 1.7Entry Level

Scores 40/100 (rank #323), placing it in the top -11% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Qwen3 Coder 30B A3B InstructEntry Level

Scores 40/100 (rank #325), placing it in the top -12% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Jamba Large 1.7 when you need:

  • Self-hosted deployments where you need full control over the model

Choose Qwen3 Coder 30B A3B Instruct when you need:

  • High-volume production workloads where API costs must be minimized
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Jamba Large 1.7
Input cost$2.00/M tokens
Output cost$8.00/M tokens
Cost per quality point$0.250
Est. monthly (1M tokens/day)$150.00
Qwen3 Coder 30B A3B InstructBest Value
Input cost$0.07/M tokens
Output cost$0.27/M tokens
Cost per quality point$0.009
Est. monthly (1M tokens/day)$5.10

Qwen3 Coder 30B A3B Instruct offers 97% better value per quality point. At 1M tokens/day, you'd spend $5.10/month with Qwen3 Coder 30B A3B Instruct vs $150.00/month with Jamba Large 1.7 - a $144.90 monthly difference.

Latency & Speed
Jamba Large 1.7Faster
Speed score0/100
Qwen3 Coder 30B A3B Instruct
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Jamba Large 1.7

Customer support chatbot

Suitable for user-facing chat with competitive response times. Qwen3 Coder 30B A3B Instruct also offers lower per-token costs for high-volume support

Jamba Large 1.7

Long document analysis

Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass

Qwen3 Coder 30B A3B Instruct

Batch data extraction

Lower output pricing ($0.27/M) reduces costs when processing thousands of records daily

Qwen3 Coder 30B A3B Instruct

Creative writing & content

Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content

Jamba Large 1.7
Which Should You Choose?
Our recommendation:
Jamba Large 1.7

Jamba Large 1.7 and Qwen3 Coder 30B A3B Instruct are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

Jamba Large 1.7
Recommended

by AI21 Labs

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by Alibaba

  • Choose for Cost - 97% lower pricing; better value at scale
Capability Comparison
CapabilityJamba Large 1.7Qwen3 Coder 30B A3B Instruct
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Jamba Large 1.7

AI21 Labs

$13.20
estimated monthly cost

Qwen3 Coder 30B A3B Instruct

Alibaba

Best Value
$0.4500
estimated monthly cost

Qwen3 Coder 30B A3B Instruct saves you $12.75/month

That's 97% cheaper than Jamba Large 1.7 at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterJamba Large 1.7Qwen3 Coder 30B A3B Instruct
Context Window256K262K
Max Output Tokens4,09632,768
Open SourceYesYes
CreatedAug 8, 2025Jul 31, 2025
Last updated: 24m ago

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