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Claude Haiku 5.5 vs Ling 3.0 Tiny

Claude Haiku 5.5

Anthropic

70#115
vs
Ling 3.0 Tiny

inclusionai

40#276
Signal-by-Signal Comparison
SignalClaude Haiku 5.5DeltaLing 3.0 Tiny
Capabilities
100
+33
67
Pricing
100
0
100
Context window size
95
+9
86
Recency
100
--
100
Output Capacity
82
-5
86
Overall Result
2 wins
of 5
2 wins
It's a tie - both models win 2 signals each

Score History

Score History (5 data points)
Claude Haiku 5.5Ling 3.0 Tiny
Claude Haiku 5.5

69.9

current score

Leader

Claude Haiku 5.5

right now

Ling 3.0 Tiny

40

current score

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

Claude Haiku 5.5

Anthropic

Per request$0.000350
Daily$1.17
Monthly$35.00
Annual$420.00

Ling 3.0 Tiny

inclusionai

Best Value
Per request$0.000037
Daily$0.13
Monthly$3.75
Annual$45.00

Ling 3.0 Tiny saves you $31.25/month

That's $375.00/year compared to Claude Haiku 5.5 at your current usage level of 100K calls/month.

89% cheaper
Choose Ling 3.0 Tiny for cost optimization

Claude Haiku 5.5 pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
Ling 3.0 Tiny pricing:
Input:$0.01/M tokens
Output:$0.04/M tokens
Winner
Claude Haiku 5.5

Anthropic

70

Composite Score

Ling 3.0 Tiny

inclusionai

40

Composite Score

Signal-by-Signal Comparison
MetricClaude Haiku 5.5Ling 3.0 TinyWinner
Overall Score
70
40
Claude Haiku 5.5
Rank#115#276
Claude Haiku 5.5
Quality Rank#115#276
Claude Haiku 5.5
Adoption Rank#115#276
Claude Haiku 5.5
Parameters------
Context Window1000K262K
Claude Haiku 5.5
Pricing$0.10/$0.50/M$0.01/$0.04/M--
Signal Scores
Capabilities
100
67
Claude Haiku 5.5
Pricing
100
100
Ling 3.0 Tiny
Context window size
95
86
Claude Haiku 5.5
Recency
100
100
Claude Haiku 5.5
Output Capacity
82
86
Ling 3.0 Tiny
Benchmark Head-to-Head(1 benchmarks)
Claude Haiku: 0Ling 3.0: 0
Claude Haiku
Ling 3.0
Normalized 0-100%
HLE
30.12%-
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 Haiku 5.5Competitive

Scores 70/100 (rank #115), placing it in the top 61% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Ling 3.0 TinyEntry Level

Scores 40/100 (rank #276), placing it in the top 5% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Claude Haiku 5.5 has a 30-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 Haiku 5.5 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 Ling 3.0 Tiny when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Claude Haiku 5.5
Input cost$0.10/M tokens
Output cost$0.50/M tokens
Cost per quality point$0.009
Est. monthly (1M tokens/day)$9.00
Ling 3.0 TinyBest Value
Input cost$0.01/M tokens
Output cost$0.04/M tokens
Cost per quality point$0.002
Est. monthly (1M tokens/day)$0.90

Ling 3.0 Tiny offers 90% better value per quality point. At 1M tokens/day, you'd spend $0.90/month with Ling 3.0 Tiny vs $9.00/month with Claude Haiku 5.5 - a $8.10 monthly difference.

Latency & Speed
Claude Haiku 5.5Faster
Speed score0/100
Ling 3.0 Tiny
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 Haiku 5.5

Customer support chatbot

Suitable for user-facing chat with competitive response times. Ling 3.0 Tiny also offers lower per-token costs for high-volume support

Claude Haiku 5.5

Long document analysis

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

Claude Haiku 5.5

Batch data extraction

Lower output pricing ($0.04/M) reduces costs when processing thousands of records daily

Ling 3.0 Tiny

Creative writing & content

Higher overall composite score (70/100) correlates with better nuance, coherence, and style in long-form content

Claude Haiku 5.5

Image understanding & OCR

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

Claude Haiku 5.5
Which Should You Choose?
Our recommendation:
Claude Haiku 5.5

Claude Haiku 5.5 clearly outperforms Ling 3.0 Tiny with a significant 29.900000000000006-point lead. For most general use cases, Claude Haiku 5.5 is the stronger choice. However, Ling 3.0 Tiny may still excel in niche scenarios.

Claude Haiku 5.5
Recommended

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

by inclusionai

  • Choose for Cost - 90% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Haiku 5.5Ling 3.0 Tiny
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 Haiku 5.5

Anthropic

$0.7800
estimated monthly cost

Ling 3.0 Tiny

inclusionai

Best Value
$0.0810
estimated monthly cost

Ling 3.0 Tiny saves you $0.6990/month

That's 90% cheaper than Claude Haiku 5.5 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 Haiku 5.5Ling 3.0 Tiny
Context Window1M262K
Max Output Tokens128,000250,000
Open SourceNoYes
CreatedOct 7, 2026Aug 6, 2026
Last updated: 5m ago

相关对比

Claude Haiku 5.5 vs Ling 3.0 Tiny (2026) | LM Market Cap