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Qwen3.5-122B-A10B vs R1 0528

Qwen3.5-122B-A10B

Alibaba

70#118
vs
R1 0528

DeepSeek

79#84
Signal-by-Signal Comparison
SignalQwen3.5-122B-A10BDeltaR1 0528
Capabilities
83
+17
67
Benchmarks
69
-11
81
Pricing
98
--
98
Context window size
86
+3
83
Recency
87
+50
37
Output Capacity
77
+5
72
Overall Result
4 wins
of 6
1 wins
Qwen3.5-122B-A10B wins 4 of 6 signals

Score History

Score History (38 data points)
Qwen3.5-122B-A10BR1 0528
Qwen3.5-122B-A10B

69.8

current score

Leader

R1 0528

right now

R1 0528

79.4

current score

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

Qwen3.5-122B-A10B

Alibaba

Best Value
Per request$0.001300
Daily$4.33
Monthly$130.00
Annual$1560.00

R1 0528

DeepSeek

Per request$0.001575
Daily$5.25
Monthly$157.50
Annual$1890.00

Qwen3.5-122B-A10B saves you $27.50/month

That's $330.00/year compared to R1 0528 at your current usage level of 100K calls/month.

17% cheaper
Choose Qwen3.5-122B-A10B for cost optimization

Qwen3.5-122B-A10B pricing:
Input:$0.26/M tokens
Output:$2.08/M tokens
R1 0528 pricing:
Input:$0.50/M tokens
Output:$2.15/M tokens
Qwen3.5-122B-A10B

Alibaba

70

Composite Score

Winner
R1 0528

DeepSeek

79

Composite Score

Signal-by-Signal Comparison
MetricQwen3.5-122B-A10BR1 0528Winner
Overall Score
70
79
R1 0528
Rank#118#84
R1 0528
Quality Rank#118#84
R1 0528
Adoption Rank#118#84
R1 0528
Parameters122B----
Context Window262K164K
Qwen3.5-122B-A10B
Pricing$0.26/$2.08/M$0.50/$2.15/M--
Signal Scores
Capabilities
83
67
Qwen3.5-122B-A10B
Benchmarks
69
81
R1 0528
Pricing
98
98
Qwen3.5-122B-A10B
Context window size
86
83
Qwen3.5-122B-A10B
Recency
87
37
Qwen3.5-122B-A10B
Output Capacity
77
72
Qwen3.5-122B-A10B
Benchmark Head-to-Head(10 benchmarks)
Qwen3.5-122B-A10B: 1R1 0528: 0
Qwen3.5-122B-A10B
R1 0528
Normalized 0-100%
MMLU
-91.5%
MMLU-Pro
86.7%83.4%
GPQA Diamond
-76%
MATH-500
-97.8%
SWE-bench Verified
-57.6%
AIME 2024
-84%
IFEval
-85.5%
BBH
-86.5%
Arena Elo
-1380
LiveBench
-69.5%
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.

Qwen3.5-122B-A10BCompetitive

Scores 70/100 (rank #118), placing it in the top 60% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
R1 0528Strong Performer

Scores 79/100 (rank #84), placing it in the top 71% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

R1 0528 has a 10-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Qwen3.5-122B-A10B when you need:

  • Processing long documents or large codebases (262K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose R1 0528 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Qwen3.5-122B-A10B
Input cost$0.26/M tokens
Output cost$2.08/M tokens
Cost per quality point$0.034
Est. monthly (1M tokens/day)$35.10
R1 0528Best Value
Input cost$0.50/M tokens
Output cost$2.15/M tokens
Cost per quality point$0.033
Est. monthly (1M tokens/day)$39.75

R1 0528 offers 12% better value per quality point. At 1M tokens/day, you'd spend $35.10/month with Qwen3.5-122B-A10B vs $39.75/month with R1 0528 - a $4.65 monthly difference.

Latency & Speed
Qwen3.5-122B-A10BFaster
Speed score0/100
R1 0528
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

Qwen3.5-122B-A10B

Customer support chatbot

Suitable for user-facing chat with competitive response times. Qwen3.5-122B-A10B also offers lower per-token costs for high-volume support

Qwen3.5-122B-A10B

Long document analysis

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

Qwen3.5-122B-A10B

Batch data extraction

Lower output pricing ($2.08/M) reduces costs when processing thousands of records daily

Qwen3.5-122B-A10B

Creative writing & content

Higher overall composite score (79/100) correlates with better nuance, coherence, and style in long-form content

R1 0528

Image understanding & OCR

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

Qwen3.5-122B-A10B
Which Should You Choose?
Our recommendation:
R1 0528

R1 0528 has a moderate advantage with a 9.600000000000009-point lead in composite score. It wins on more signal dimensions, but Qwen3.5-122B-A10B has specific strengths that could make it the better choice for certain workflows.

by Alibaba

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 12% lower pricing; better value at scale
  • 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
R1 0528
Recommended

by DeepSeek

Consider for specialized use cases.

Capability Comparison
CapabilityQwen3.5-122B-A10BR1 0528
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Qwen3.5-122B-A10B

Alibaba

Best Value
$2.96
estimated monthly cost

R1 0528

DeepSeek

$3.48
estimated monthly cost

Qwen3.5-122B-A10B saves you $0.5160/month

That's 15% cheaper than R1 0528 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
ParameterQwen3.5-122B-A10BR1 0528
Context Window262K164K
Max Output Tokens65,53632,768
Open SourceYesYes
CreatedFeb 25, 2026May 28, 2025
Last updated: 35m ago

相关对比

Qwen3.5-122B-A10B vs R1 0528 (2026) | LM Market Cap