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GPT-6.1 Sol Pro vs GLM 5.3 Prime

Detailed technical comparison between GPT-6.1 Sol Pro (OpenAI) and GLM 5.3 Prime (Zhipu AI). 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 WinsvsGLM 5.3 Prime: 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

GPT-6.1 Sol Pro

$2.00 / 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 →
Zhipu AIactive

GLM 5.3 Prime

GLM 5.3 Prime is an advanced artificial intelligence model engineered by Zhipu AI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, GLM 5.3 Prime represents a key architectural iteration in the Zhipu AI model family. First released in 2026-09-23, 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), GLM 5.3 Prime processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View GLM 5.3 Prime Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationGPT-6.1 Sol ProGLM 5.3 Prime
ProviderOpenAIZhipu AI
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 Date2026-09-292026-09-23

API Pricing Comparison

Input Price per Million Tokens

GPT-6.1 Sol Pro

$2.00

GLM 5.3 Prime

$2.80

Output Price per Million Tokens

GPT-6.1 Sol Pro

$10.00

GLM 5.3 Prime

$8.80

💡 Cost Ratio: GPT-6.1 Sol Pro is 1.4x cheaper per input token than GLM 5.3 Prime.

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%vs81.0%+6.6% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
GLM 5.3 Prime
HumanEvalPython coding & logic synthesis
86.8%vs79.2%+7.6% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
GLM 5.3 Prime
MATHComplex mathematical problem solving
68.0%vs56.4%+11.6% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
GLM 5.3 Prime
GPQAGraduate-level expert reasoning
49.4%vs38.4%+11.0% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
GLM 5.3 Prime
HellaSwagCommonsense reasoning and inference
88.6%vs80.6%+8.0% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
GLM 5.3 Prime
MT-BenchMulti-turn conversation flow quality
9.1%vs8.7%+0.5% GPT-6.1 Sol Pro
GPT-6.1 Sol Pro 🏆
GLM 5.3 Prime

GPT-6.1 Sol Pro Quirks & Gotchas

No developer gotchas reported.

GLM 5.3 Prime Quirks & Gotchas

No developer gotchas reported.

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