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Grok 4.5 vs Claude Haiku 5.5

Detailed technical comparison between Grok 4.5 (xAI) and Claude Haiku 5.5 (Anthropic). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

Grok 4.5: 6 WinsvsClaude Haiku 5.5: 0 Wins
Context Leader

Claude Haiku 5.5

1,000,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Claude Haiku 5.5

$0.10 / MTok
xAIactive

Grok 4.5

Grok 4.5 is an advanced artificial intelligence model engineered by xAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Grok 4.5 represents a key architectural iteration in the xAI model family. First released in 2026-07-08, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 500,000 tokens (approximately 667 words), Grok 4.5 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Grok 4.5 Full Specs →
Anthropicactive

Claude Haiku 5.5

Claude Haiku 5.5 is an advanced artificial intelligence model engineered by Anthropic. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Claude Haiku 5.5 represents a key architectural iteration in the Anthropic model family. First released in 2026-10-07, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,000,000 tokens (approximately 1,333 words), Claude Haiku 5.5 processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Claude Haiku 5.5 Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationGrok 4.5Claude Haiku 5.5
ProviderxAIAnthropic
Context Window500,000 tokens1,000,000 tokens🏆
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityStable GA (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-07-082026-10-07

API Pricing Comparison

Input Price per Million Tokens

Grok 4.5

$2.00

Claude Haiku 5.5

$0.10

Output Price per Million Tokens

Grok 4.5

$6.00

Claude Haiku 5.5

$0.50

💡 Cost Ratio: Claude Haiku 5.5 is 20.0x cheaper per input token than Grok 4.5.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0–100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
78.8%vs78.4%+0.4% Grok 4.5
Grok 4.5 🏆
Claude Haiku 5.5
HumanEvalPython coding & logic synthesis
91.8%vs76.6%+15.2% Grok 4.5
Grok 4.5 🏆
Claude Haiku 5.5
MATHComplex mathematical problem solving
54.2%vs53.8%+0.4% Grok 4.5
Grok 4.5 🏆
Claude Haiku 5.5
GPQAGraduate-level expert reasoning
39.6%vs39.2%+0.4% Grok 4.5
Grok 4.5 🏆
Claude Haiku 5.5
HellaSwagCommonsense reasoning and inference
81.8%vs81.4%+0.4% Grok 4.5
Grok 4.5 🏆
Claude Haiku 5.5
MT-BenchMulti-turn conversation flow quality
8.4%vs8.4%+0.0% Grok 4.5
Grok 4.5 🏆
Claude Haiku 5.5

Grok 4.5 Quirks & Gotchas

No developer gotchas reported.

Claude Haiku 5.5 Quirks & Gotchas

No developer gotchas reported.

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