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Kimi K3.1 Pro vs Jev Router

Kimi K3.1 Pro

Moonshot AI

40#180
vs
Jev Router

typesafe

40#209
Signal-by-Signal Comparison
SignalKimi K3.1 ProDeltaJev Router
Capabilities
83
--
83
Pricing
90
-1000010
1000100
Context window size
96
+0
95
Recency
100
--
100
Output Capacity
96
+19
77
Overall Result
2 wins
of 5
1 wins
Kimi K3.1 Pro wins 2 of 5 signals

Score History

Score History (5 data points)
Kimi K3.1 ProJev Router
Kimi K3.1 Pro

40

current score

Leader

Tied

right now

Jev Router

40

current score

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

Kimi K3.1 Pro

Moonshot AI

Per request$0.007000
Daily$23.33
Monthly$700.00
Annual$8400.00

Jev Router

typesafe

Best Value
Per request$0.000000
Daily$0.00
Monthly$0.00
Annual$0.00

Jev Router saves you $700.00/month

That's $8400.00/year compared to Kimi K3.1 Pro at your current usage level of 100K calls/month.

100% cheaper
Choose Jev Router for cost optimization

Kimi K3.1 Pro pricing:
Input:$2.00/M tokens
Output:$10.00/M tokens
Jev Router pricing:
Input:$0.00/M tokens
Output:$0.00/M tokens
Tie
Kimi K3.1 Pro

Moonshot AI

40

Composite Score

Tie
Jev Router

typesafe

40

Composite Score

Signal-by-Signal Comparison
MetricKimi K3.1 ProJev RouterWinner
Overall Score
40
40
--
Rank#180#209
Kimi K3.1 Pro
Quality Rank#180#209
Kimi K3.1 Pro
Adoption Rank#180#209
Kimi K3.1 Pro
Parameters------
Context Window1049K1000K
Kimi K3.1 Pro
Pricing$2.00/$10.00/MFree--
Signal Scores
Capabilities
83
83
Kimi K3.1 Pro
Pricing
90
1000100
Jev Router
Context window size
96
95
Kimi K3.1 Pro
Recency
100
100
Kimi K3.1 Pro
Output Capacity
96
77
Kimi K3.1 Pro
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.

Kimi K3.1 ProEntry Level

Scores 40/100 (rank #180), placing it in the top 38% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Jev RouterEntry Level

Scores 40/100 (rank #209), placing it in the top 28% 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 Kimi K3.1 Pro when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Jev Router when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Kimi K3.1 Pro
Input cost$2.00/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.300
Est. monthly (1M tokens/day)$180.00
Jev Router
Input cost$0.00/M tokens
Output cost$0.00/M tokens
Cost per quality point$0.000
Est. monthly (1M tokens/day)$0.00

Both models are priced similarly, so the decision comes down to quality and features rather than cost.

Latency & Speed
Kimi K3.1 ProFaster
Speed score0/100
Jev Router
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

Kimi K3.1 Pro

Customer support chatbot

Suitable for user-facing chat with competitive response times. Jev Router also offers lower per-token costs for high-volume support

Kimi K3.1 Pro

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Kimi K3.1 Pro

Batch data extraction

Lower output pricing ($0.00/M) reduces costs when processing thousands of records daily

Jev Router

Creative writing & content

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

Kimi K3.1 Pro

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Kimi K3.1 Pro
Which Should You Choose?
Our recommendation:
Kimi K3.1 Pro

Kimi K3.1 Pro and Jev Router 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.

Kimi K3.1 Pro
Recommended

by Moonshot AI

  • 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 typesafe

  • Choose for Cost - 100% lower pricing; better value at scale
Capability Comparison
CapabilityKimi K3.1 ProJev Router
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)

Kimi K3.1 Pro

Moonshot AI

$15.60
estimated monthly cost

Jev Router

typesafe

Best Value
$0.000000
estimated monthly cost

Jev Router saves you $15.60/month

That's 100% cheaper than Kimi K3.1 Pro 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
ParameterKimi K3.1 ProJev Router
Context Window1.0M1M
Max Output Tokens943,71865,536
Open SourceNoNo
CreatedOct 23, 2026Sep 25, 2026
Last updated: 58m ago

相关对比

Kimi K3.1 Pro vs Jev Router (2026) | LM Market Cap