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DeepSeek V4 Flash Vision Exp (batch) vs Hy-MT2-30B-A3B

Signal-by-Signal Comparison
SignalDeepSeek V4 Flash Vision Exp (batch)DeltaHy-MT2-30B-A3B
Capabilities
83
+50
33
Pricing
100
--
100
Context window size
96
+33
62
Recency
100
--
100
Output Capacity
96
+38
58
Overall Result
3 wins
of 5
0 wins
DeepSeek V4 Flash Vision Exp (batch) wins 3 of 5 signals

Score History

Score History (4 data points)
DeepSeek V4 Flash Vision Exp (batch)Hy-MT2-30B-A3B
DeepSeek V4 Flash Vision Exp (batch)

40

current score

Leader

Tied

right now

Hy-MT2-30B-A3B

40

current score

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

DeepSeek V4 Flash Vision Exp (batch)

DeepSeek

Per request$0.000275
Daily$0.92
Monthly$27.50
Annual$330.00

Hy-MT2-30B-A3B

Tencent

Best Value
Per request$0.000222
Daily$0.74
Monthly$22.15
Annual$265.80

Hy-MT2-30B-A3B saves you $5.35/month

That's $64.20/year compared to DeepSeek V4 Flash Vision Exp (batch) at your current usage level of 100K calls/month.

19% cheaper
Choose Hy-MT2-30B-A3B for cost optimization

DeepSeek V4 Flash Vision Exp (batch) pricing:
Input:$0.11/M tokens
Output:$0.33/M tokens
Hy-MT2-30B-A3B pricing:
Input:$0.07/M tokens
Output:$0.29/M tokens
Tie
DeepSeek V4 Flash Vision Exp (batch)

DeepSeek

40

Composite Score

Tie
Hy-MT2-30B-A3B

Tencent

40

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek V4 Flash Vision Exp (batch)Hy-MT2-30B-A3BWinner
Overall Score
40
40
--
Rank#246#248
DeepSeek V4 Flash Vision Exp (batch)
Quality Rank#246#248
DeepSeek V4 Flash Vision Exp (batch)
Adoption Rank#246#248
DeepSeek V4 Flash Vision Exp (batch)
Parameters--30B--
Context Window1049K8K
DeepSeek V4 Flash Vision Exp (batch)
Pricing$0.11/$0.33/M$0.07/$0.29/M--
Signal Scores
Capabilities
83
33
DeepSeek V4 Flash Vision Exp (batch)
Pricing
100
100
DeepSeek V4 Flash Vision Exp (batch)
Context window size
96
62
DeepSeek V4 Flash Vision Exp (batch)
Recency
100
100
DeepSeek V4 Flash Vision Exp (batch)
Output Capacity
96
58
DeepSeek V4 Flash Vision Exp (batch)
Benchmark Head-to-Head(2 benchmarks)
DeepSeek V4: 0Hy-MT2-30B-A3B: 0
DeepSeek V4
Hy-MT2-30B-A3B
Normalized 0-100%
MMLU-Pro
86.2%-
Arena Elo
1433-
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.

DeepSeek V4 Flash Vision Exp (batch)Entry Level

Scores 40/100 (rank #246), placing it in the top 16% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Hy-MT2-30B-A3BEntry Level

Scores 40/100 (rank #248), placing it in the top 15% 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 DeepSeek V4 Flash Vision Exp (batch) when you need:

  • Processing long documents or large codebases (1049K token context)
  • Multimodal workflows that require image understanding
  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose Hy-MT2-30B-A3B when you need:

  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
DeepSeek V4 Flash Vision Exp (batch)
Input cost$0.11/M tokens
Output cost$0.33/M tokens
Cost per quality point$0.011
Est. monthly (1M tokens/day)$6.60
Hy-MT2-30B-A3BBest Value
Input cost$0.07/M tokens
Output cost$0.29/M tokens
Cost per quality point$0.009
Est. monthly (1M tokens/day)$5.54

Hy-MT2-30B-A3B offers 16% better value per quality point. At 1M tokens/day, you'd spend $5.54/month with Hy-MT2-30B-A3B vs $6.60/month with DeepSeek V4 Flash Vision Exp (batch) - a $1.06 monthly difference.

Latency & Speed
DeepSeek V4 Flash Vision Exp (batch)Faster
Speed score0/100
Hy-MT2-30B-A3B
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

DeepSeek V4 Flash Vision Exp (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Hy-MT2-30B-A3B also offers lower per-token costs for high-volume support

DeepSeek V4 Flash Vision Exp (batch)

Long document analysis

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

DeepSeek V4 Flash Vision Exp (batch)

Batch data extraction

Lower output pricing ($0.29/M) reduces costs when processing thousands of records daily

Hy-MT2-30B-A3B

Creative writing & content

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

DeepSeek V4 Flash Vision Exp (batch)

Image understanding & OCR

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

DeepSeek V4 Flash Vision Exp (batch)
Which Should You Choose?
Our recommendation:
DeepSeek V4 Flash Vision Exp (batch)

DeepSeek V4 Flash Vision Exp (batch) and Hy-MT2-30B-A3B 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.

by DeepSeek

  • 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 Tencent

  • Choose for Cost - 16% lower pricing; better value at scale
Capability Comparison
CapabilityDeepSeek V4 Flash Vision Exp (batch)Hy-MT2-30B-A3B
Vision (Image Input)differs
Function Callingdiffers
Streaming
JSON Mode
Reasoningdiffers
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

DeepSeek V4 Flash Vision Exp (batch)

DeepSeek

$0.5940
estimated monthly cost

Hy-MT2-30B-A3B

Tencent

Best Value
$0.4872
estimated monthly cost

Hy-MT2-30B-A3B saves you $0.1068/month

That's 18% cheaper than DeepSeek V4 Flash Vision Exp (batch) 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
ParameterDeepSeek V4 Flash Vision Exp (batch)Hy-MT2-30B-A3B
Context Window1.0M8K
Max Output Tokens943,7184,096
Open SourceYesYes
CreatedAug 21, 2026Aug 20, 2026
Last updated: 19m ago

相关对比

DeepSeek V4 Flash Vision Exp (batch) vs Hy-MT2-30B-A3B (2026) | LM Market Cap