Claude 3.5 Haiku vs Grok 3
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: Claude 3.5 Haiku or Grok 3?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | Claude 3.5 Haiku | Grok 3 | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $0.80 | $3.00 | Claude 3.5 Haiku is 3.8x cheaper |
| Output Cost / 1M Tokens | $4.00 | $15.00 | Claude 3.5 Haiku (73.3% lower) |
| Avg TTFT Response Latency | 140ms | 850ms | Claude 3.5 Haiku (+710ms faster) |
| SWE-bench Verified (Coding) | 40.6% | 58.5% | Grok 3 (+17.9% lead) |
| Inference Value Score (IVR) | 70.4 / 100 | 45.9 / 100 | Claude 3.5 Haiku (+24.5 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$0.8/1M in · $4/1M out
$3/1M in · $15/1M out
When to Choose Claude 3.5 Haiku
Choose Claude 3.5 Haiku when you need High-speed API routing, conversational triage, extraction, and edge agent tasks. and have an infrastructure budget aligned with $0.80/1M tokens.
When to Choose Grok 3
Choose Grok 3 when you need Frontier scientific reasoning, real-time web exploration, and advanced mathematical problem solving. and prioritize xAI ecosystem integration at $3.00/1M tokens.
Related Questions & Decision Factors
Which is cheaper: Claude 3.5 Haiku or Grok 3?
Claude 3.5 Haiku is cheaper at $0.80/1M input tokens compared to $3.00/1M for Grok 3.
Which model has lower latency: Claude 3.5 Haiku or Grok 3?
Claude 3.5 Haiku delivers faster response times with an average TTFT of 140ms vs 850ms for Grok 3.
When should you choose Claude 3.5 Haiku?
Choose Claude 3.5 Haiku when you need High-speed API routing, conversational triage, extraction, and edge agent tasks. and have an infrastructure budget aligned with $0.80/1M tokens.
When should you choose Grok 3?
Choose Grok 3 when you need Frontier scientific reasoning, real-time web exploration, and advanced mathematical problem solving. and prioritize xAI ecosystem integration at $3.00/1M tokens.