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DeepSeek V4.1 Flash 1017 vs Kimi K3.1 Pro

Detailed technical comparison between DeepSeek V4.1 Flash 1017 (DeepSeek) 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

DeepSeek V4.1 Flash 1017: 0 WinsvsKimi K3.1 Pro: 6 Wins
Context Leader

Tie

Equal Capacity
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

DeepSeek V4.1 Flash 1017

$0.15 / MTok
DeepSeekactive

DeepSeek V4.1 Flash 1017

DeepSeek V4.1 Flash 1017 is the October 17, 2026 snapshot of DeepSeek V4.1 Flash, served by DeepSeek under the `deepseek-flash` API model name. V4.1 Flash is a sparse mixture-of-experts model...

View DeepSeek V4.1 Flash 1017 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
SpecificationDeepSeek V4.1 Flash 1017Kimi K3.1 Pro
ProviderDeepSeekMoonshot AI
Context Window1,048,576 tokens1,048,576 tokens
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelself hostablemanaged api
Production StabilityNot verifiedNot verified
API AvailableYesYes
Released Date2026-10-172026-10-23

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V4.1 Flash 1017

$0.15

Kimi K3.1 Pro

$2.00

Output Price per Million Tokens

DeepSeek V4.1 Flash 1017

$0.60

Kimi K3.1 Pro

$10.00

💡 Cost Ratio: DeepSeek V4.1 Flash 1017 is 13.3x cheaper per input token than Kimi K3.1 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
74.4%vs85.6%+11.2% Kimi K3.1 Pro
DeepSeek V4.1 Flash 1017
Kimi K3.1 Pro 🏆
HumanEvalPython coding & logic synthesis
70.6%vs84.8%+14.2% Kimi K3.1 Pro
DeepSeek V4.1 Flash 1017
Kimi K3.1 Pro 🏆
MATHComplex mathematical problem solving
43.8%vs66.0%+22.2% Kimi K3.1 Pro
DeepSeek V4.1 Flash 1017
Kimi K3.1 Pro 🏆
GPQAGraduate-level expert reasoning
31.2%vs47.4%+16.2% Kimi K3.1 Pro
DeepSeek V4.1 Flash 1017
Kimi K3.1 Pro 🏆
HellaSwagCommonsense reasoning and inference
78.4%vs86.6%+8.2% Kimi K3.1 Pro
DeepSeek V4.1 Flash 1017
Kimi K3.1 Pro 🏆
MT-BenchMulti-turn conversation flow quality
8.1%vs8.9%+0.8% Kimi K3.1 Pro
DeepSeek V4.1 Flash 1017
Kimi K3.1 Pro 🏆

DeepSeek V4.1 Flash 1017 Quirks & Gotchas

No developer gotchas reported.

Kimi K3.1 Pro Quirks & Gotchas

No developer gotchas reported.

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