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GPT-4o Search Preview vs Hy3

vs
Hy3

Tencent

69#109
Signal-by-Signal Comparison
SignalGPT-4o Search PreviewDeltaHy3
Capabilities
50
-17
67
Benchmarks
72
+4
68
Pricing
90
-9
99
Context window size
73
-4
77
Recency
44
-56
100
Output Capacity
70
+50
20
Overall Result
2 wins
of 6
4 wins
Hy3 wins 4 of 6 signals

Score History

Score History (22 data points)
GPT-4o Search PreviewHy3
GPT-4o Search Preview

68.7

current score

Leader

Hy3

right now

Hy3

68.8

current score

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

GPT-4o Search Preview

OpenAI

Per request$0.007500
Daily$25.00
Monthly$750.00
Annual$9000.00

Hy3

Tencent

Best Value
Per request$0.000430
Daily$1.43
Monthly$43.00
Annual$516.00

Hy3 saves you $707.00/month

That's $8484.00/year compared to GPT-4o Search Preview at your current usage level of 100K calls/month.

94% cheaper
Choose Hy3 for cost optimization

GPT-4o Search Preview pricing:
Input:$2.50/M tokens
Output:$10.00/M tokens
Hy3 pricing:
Input:$0.14/M tokens
Output:$0.58/M tokens
GPT-4o Search Preview

OpenAI

69

Composite Score

Winner
Hy3

Tencent

69

Composite Score

Signal-by-Signal Comparison
MetricGPT-4o Search PreviewHy3Winner
Overall Score
69
69
Hy3
Rank#111#109
Hy3
Quality Rank#111#109
Hy3
Adoption Rank#111#109
Hy3
Parameters------
Context Window128K262K
Hy3
Pricing$2.50/$10.00/M$0.14/$0.58/M--
Signal Scores
Capabilities
50
67
Hy3
Benchmarks
72
68
GPT-4o Search Preview
Pricing
90
99
Hy3
Context window size
73
77
Hy3
Recency
44
100
Hy3
Output Capacity
70
20
GPT-4o Search Preview
Benchmark Head-to-Head(15 benchmarks)
GPT-4o Search: 0Hy3: 1
GPT-4o Search
Hy3
Normalized 0-100%
MMLU
88.7%-
MMLU-Pro
72.6%-
GPQA Diamond
53.6%-
MATH-500
76.6%-
HumanEval
90.2%-
SWE-bench Verified
30.8%-
GSM8K
95.8%-
IFEval
84.3%-
BBH
83.7%-
ARC-Challenge
96.4%-
HellaSwag
95.3%-
Arena Elo
12861413
LiveBench
38.3%-
BigCodeBench
51.1%-
SimpleQA
38.2%-
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.

GPT-4o Search PreviewCompetitive

Scores 69/100 (rank #111), placing it in the top 62% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Hy3Competitive

Scores 69/100 (rank #109), placing it in the top 63% 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 GPT-4o Search Preview when you need:

  • Budget-friendly applications with moderate quality requirements

Choose Hy3 when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (262K token context)
  • 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
Cost-Performance Analysis
GPT-4o Search Preview
Input cost$2.50/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.182
Est. monthly (1M tokens/day)$187.50
Hy3Best Value
Input cost$0.14/M tokens
Output cost$0.58/M tokens
Cost per quality point$0.010
Est. monthly (1M tokens/day)$10.80

Hy3 offers 94% better value per quality point. At 1M tokens/day, you'd spend $10.80/month with Hy3 vs $187.50/month with GPT-4o Search Preview - a $176.70 monthly difference.

Latency & Speed
GPT-4o Search PreviewFaster
Speed score0/100
Hy3
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

GPT-4o Search Preview

Customer support chatbot

Suitable for user-facing chat with competitive response times. Hy3 also offers lower per-token costs for high-volume support

GPT-4o Search Preview

Long document analysis

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

Hy3

Batch data extraction

Lower output pricing ($0.58/M) reduces costs when processing thousands of records daily

Hy3

Creative writing & content

Higher overall composite score (69/100) correlates with better nuance, coherence, and style in long-form content

Hy3
Which Should You Choose?
Our recommendation:
Hy3

GPT-4o Search Preview and Hy3 are extremely close in overall performance (only 0.09999999999999432 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by OpenAI

  • 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
Hy3
Recommended

by Tencent

  • Choose for Cost - 94% lower pricing; better value at scale
Capability Comparison
CapabilityGPT-4o Search PreviewHy3
Vision (Image Input)
Function Callingdiffers
Streaming
JSON Mode
Reasoningdiffers
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-4o Search Preview

OpenAI

$16.50
estimated monthly cost

Hy3

Tencent

Best Value
$0.9480
estimated monthly cost

Hy3 saves you $15.55/month

That's 94% cheaper than GPT-4o Search Preview 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
ParameterGPT-4o Search PreviewHy3
Context Window128K262K
Max Output Tokens16,384--
Open SourceNoYes
CreatedMar 12, 2025Jul 6, 2026
Last updated: 38m ago

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