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Claude Sonnet 5 (batch) vs Mercury 2

vs
Mercury 2

Inception

61#205
Signal-by-Signal Comparison
SignalClaude Sonnet 5 (batch)DeltaMercury 2
Capabilities
100
+33
67
Pricing
95
-4
99
Context window size
95
+14
81
Recency
100
--
100
Output Capacity
85
+7
78
Benchmarks
0
-60
60
Overall Result
3 wins
of 6
2 wins
Claude Sonnet 5 (batch) wins 3 of 6 signals

Score History

Score History (25 data points)
Claude Sonnet 5 (batch)Mercury 2
Claude Sonnet 5 (batch)

40

current score

Leader

Mercury 2

right now

Mercury 2

61

current score

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

Claude Sonnet 5 (batch)

Anthropic

Per request$0.003500
Daily$11.67
Monthly$350.00
Annual$4200.00

Mercury 2

Inception

Best Value
Per request$0.000625
Daily$2.08
Monthly$62.50
Annual$750.00

Mercury 2 saves you $287.50/month

That's $3450.00/year compared to Claude Sonnet 5 (batch) at your current usage level of 100K calls/month.

82% cheaper
Choose Mercury 2 for cost optimization

Claude Sonnet 5 (batch) pricing:
Input:$1.00/M tokens
Output:$5.00/M tokens
Mercury 2 pricing:
Input:$0.25/M tokens
Output:$0.75/M tokens
Claude Sonnet 5 (batch)

Anthropic

40

Composite Score

Winner
Mercury 2

Inception

61

Composite Score

Signal-by-Signal Comparison
MetricClaude Sonnet 5 (batch)Mercury 2Winner
Overall Score
40
61
Mercury 2
Rank#251#205
Mercury 2
Quality Rank#251#205
Mercury 2
Adoption Rank#251#205
Mercury 2
Parameters------
Context Window1000K128K
Claude Sonnet 5 (batch)
Pricing$1.00/$5.00/M$0.25/$0.75/M--
Signal Scores
Capabilities
100
67
Claude Sonnet 5 (batch)
Pricing
95
99
Mercury 2
Context window size
95
81
Claude Sonnet 5 (batch)
Recency
100
100
Claude Sonnet 5 (batch)
Output Capacity
85
78
Claude Sonnet 5 (batch)
Benchmarks--
60
Mercury 2
Benchmark Head-to-Head(1 benchmarks)
Claude Sonnet: 0Mercury 2: 0
Claude Sonnet
Mercury 2
Normalized 0-100%
Arena Elo
-1347
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.

Claude Sonnet 5 (batch)Entry Level

Scores 40/100 (rank #251), placing it in the top 14% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Mercury 2Competitive

Scores 61/100 (rank #205), placing it in the top 30% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Mercury 2 has a 21-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Claude Sonnet 5 (batch) when you need:

  • Processing long documents or large codebases (1000K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Mercury 2 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
Claude Sonnet 5 (batch)
Input cost$1.00/M tokens
Output cost$5.00/M tokens
Cost per quality point$0.150
Est. monthly (1M tokens/day)$90.00
Mercury 2Best Value
Input cost$0.25/M tokens
Output cost$0.75/M tokens
Cost per quality point$0.016
Est. monthly (1M tokens/day)$15.00

Mercury 2 offers 83% better value per quality point. At 1M tokens/day, you'd spend $15.00/month with Mercury 2 vs $90.00/month with Claude Sonnet 5 (batch) - a $75.00 monthly difference.

Latency & Speed
Claude Sonnet 5 (batch)Faster
Speed score0/100
Mercury 2
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

Claude Sonnet 5 (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Mercury 2 also offers lower per-token costs for high-volume support

Claude Sonnet 5 (batch)

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Claude Sonnet 5 (batch)

Batch data extraction

Lower output pricing ($0.75/M) reduces costs when processing thousands of records daily

Mercury 2

Creative writing & content

Higher overall composite score (61/100) correlates with better nuance, coherence, and style in long-form content

Mercury 2

Image understanding & OCR

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

Claude Sonnet 5 (batch)
Which Should You Choose?
Our recommendation:
Mercury 2

Mercury 2 clearly outperforms Claude Sonnet 5 (batch) with a significant 21-point lead. For most general use cases, Mercury 2 is the stronger choice. However, Claude Sonnet 5 (batch) may still excel in niche scenarios.

by Anthropic

  • 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
Mercury 2
Recommended

by Inception

  • Choose for Cost - 83% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Sonnet 5 (batch)Mercury 2
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Claude Sonnet 5 (batch)

Anthropic

$7.80
estimated monthly cost

Mercury 2

Inception

Best Value
$1.35
estimated monthly cost

Mercury 2 saves you $6.45/month

That's 83% cheaper than Claude Sonnet 5 (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
ParameterClaude Sonnet 5 (batch)Mercury 2
Context Window1M128K
Max Output Tokens128,00050,000
Open SourceNoNo
CreatedJun 30, 2026Mar 4, 2026
Last updated: 35m ago

相关对比

Claude Sonnet 5 (batch) vs Mercury 2 (2026) | LM Market Cap