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LLM ComparisonClaude 4.5 HaikuQVQ-Max

Claude 4.5 Haiku vs QVQ-Max

Compare Claude 4.5 Haiku and QVQ-Max. Build AI products powered by either model on Appaca.

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Model Comparison

FeatureClaude 4.5 HaikuQVQ-Max
ProviderAnthropicAlibaba Cloud
Model Typetextvision
Context Window200,000 tokens131,072 tokens
Input Cost
$1.00/ 1M tokens
$1.15/ 1M tokens
Output Cost
$5.00/ 1M tokens
$4.59/ 1M tokens

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Strengths & Best Use Cases

Claude 4.5 Haiku

Anthropic

1. Frontier-level coding at small-model speed

  • Similar coding performance to Claude Sonnet 4 at one-third the cost.
  • Runs 4-5x faster than Sonnet 4.5 for many tasks.
  • Ideal for real-time pair programming, prototyping, and rapid iteration.

2. Excellent computer-use abilities

  • Surpasses Claude Sonnet 4 in certain computer-control tasks.
  • Great for agents requiring low-latency tool use (Chrome automation, coding agents, etc.).

3. Perfect for real-time, low-latency applications

  • Chat assistants
  • Customer support agents
  • Interactive development loops
  • Multi-agent orchestration

4. Works seamlessly with Sonnet 4.5 in hybrid agent setups

  • Sonnet 4.5 plans complex workflows.
  • Haiku 4.5 executes subtasks in parallel for speed and cost-efficiency.

5. High alignment & safest Claude model by metric

  • Lower misaligned behavior rates than Haiku 3.5, Sonnet 4.5, and Opus 4.1.
  • Limited CBRN risk → released under AI Safety Level 2 (ASL-2).

QVQ-Max

Alibaba Cloud

1. Strongest visual reasoning in Qwen lineup

  • Handles charts, diagrams, puzzles.

2. Great for math + vision hybrids

  • Geometry, visual logic testing.

3. High-quality instruction following

  • Consistent formatting and detailed responses.

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