SHARE THIS:

GPT-6.1 Sol vs Kimi K3.1 Pro

Detailed technical comparison between GPT-6.1 Sol (OpenAI) and Kimi K3.1 Pro (Moonshot 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: 0 WinsvsKimi K3.1 Pro: 6 Wins
Context Leader

GPT-6.1 Sol

1,050,000 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Tie

Equal Pricing
OpenAIactive

GPT-6.1 Sol

GPT-6.1 Sol is an upgrade to GPT-6 Sol from OpenAI, positioned below the flagship GPT-6 Astra in the GPT-6 series. It is suited for agentic coding, computer use, document-heavy professional...

View GPT-6.1 Sol Full Specs →
Moonshot AIactive

Kimi K3.1 Pro

Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model and a post-trained successor to Kimi K3, with a 1M-token context window. It is built for long-horizon coding, 3D...

View Kimi K3.1 Pro Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationGPT-6.1 SolKimi K3.1 Pro
ProviderOpenAIMoonshot AI
Context Window1,050,000 tokens🏆1,048,576 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 releaseNot verified
API AvailableYesYes
Released Date2026-09-292026-10-23

API Pricing Comparison

Input Price per Million Tokens

GPT-6.1 Sol

$2.00

Kimi K3.1 Pro

$2.00

Output Price per Million Tokens

GPT-6.1 Sol

$10.00

Kimi K3.1 Pro

$10.00

💡 Cost Ratio: Both models offer identical input token pricing ($2.00 / MTok).

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
79.0%vs85.6%+6.6% Kimi K3.1 Pro
GPT-6.1 Sol
Kimi K3.1 Pro 🏆
HumanEvalPython coding & logic synthesis
77.2%vs84.8%+7.6% Kimi K3.1 Pro
GPT-6.1 Sol
Kimi K3.1 Pro 🏆
MATHComplex mathematical problem solving
54.4%vs66.0%+11.6% Kimi K3.1 Pro
GPT-6.1 Sol
Kimi K3.1 Pro 🏆
GPQAGraduate-level expert reasoning
39.8%vs47.4%+7.6% Kimi K3.1 Pro
GPT-6.1 Sol
Kimi K3.1 Pro 🏆
HellaSwagCommonsense reasoning and inference
82.0%vs86.6%+4.6% Kimi K3.1 Pro
GPT-6.1 Sol
Kimi K3.1 Pro 🏆
MT-BenchMulti-turn conversation flow quality
8.5%vs8.9%+0.5% Kimi K3.1 Pro
GPT-6.1 Sol
Kimi K3.1 Pro 🏆

GPT-6.1 Sol Quirks & Gotchas

No developer gotchas reported.

Kimi K3.1 Pro Quirks & Gotchas

No developer gotchas reported.

Explore Other Popular Comparisons