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GPT-6.1 Sol Pro vs Claude Haiku 5.5

Detailed technical comparison between GPT-6.1 Sol Pro (OpenAI) 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

GPT-6.1 Sol Pro: 6 WinsvsClaude Haiku 5.5: 0 Wins
Context Leader

GPT-6.1 Sol Pro

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Claude Haiku 5.5

$0.10 / MTok
OpenAIactive

GPT-6.1 Sol Pro

GPT-6.1 Sol Pro is an advanced artificial intelligence model engineered by OpenAI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GPT-6.1 Sol Pro represents a key architectural iteration in the OpenAI model family. First released in 2026-09-29, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,050,000 tokens (approximately 1,400 words), GPT-6.1 Sol Pro processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GPT-6.1 Sol Pro 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
SpecificationGPT-6.1 Sol ProClaude Haiku 5.5
ProviderOpenAIAnthropic
Context Window1,050,000 tokens🏆1,000,000 tokens
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityBeta Access (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-09-292026-10-07

API Pricing Comparison

Input Price per Million Tokens

GPT-6.1 Sol Pro

$2.00

Claude Haiku 5.5

$0.10

Output Price per Million Tokens

GPT-6.1 Sol Pro

$10.00

Claude Haiku 5.5

$0.50

💡 Cost Ratio: Claude Haiku 5.5 is 20.0x cheaper per input token than GPT-6.1 Sol Pro.

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
87.6%vs78.4%+9.2% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
Claude Haiku 5.5
HumanEvalPython coding & logic synthesis
86.8%vs76.6%+10.2% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
Claude Haiku 5.5
MATHComplex mathematical problem solving
68.0%vs53.8%+14.2% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
Claude Haiku 5.5
GPQAGraduate-level expert reasoning
49.4%vs39.2%+10.2% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
Claude Haiku 5.5
HellaSwagCommonsense reasoning and inference
88.6%vs81.4%+7.2% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
Claude Haiku 5.5
MT-BenchMulti-turn conversation flow quality
9.1%vs8.4%+0.7% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
Claude Haiku 5.5

GPT-6.1 Sol Pro Quirks & Gotchas

No developer gotchas reported.

Claude Haiku 5.5 Quirks & Gotchas

No developer gotchas reported.

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