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Inflection 3 Productivity vs DeepSeek V3.1

Detailed technical comparison between Inflection 3 Productivity (Inflection) and DeepSeek V3.1 (DeepSeek). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

Inflection 3 Productivity: 6 WinsvsDeepSeek V3.1: 0 Wins
Context Leader

DeepSeek V3.1

163,840 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

DeepSeek V3.1

$0.25 / MTok
Inflectionactive

Inflection 3 Productivity

Inflection 3 Productivity is optimized for following instructions. It is better for tasks requiring JSON output or precise adherence to provided guidelines. It has access to recent news. For emotional...

View Inflection 3 Productivity Full Specs โ†’
DeepSeekactive

DeepSeek V3.1

DeepSeek-V3.1 is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes via prompt templates. It extends the DeepSeek-V3 base with a two-phase long-context...

View DeepSeek V3.1 Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationInflection 3 ProductivityDeepSeek V3.1
ProviderInflectionDeepSeek
Context Window8,000 tokens163,840 tokens๐Ÿ†
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apiself hostable
Production StabilityStable GA (est.)Stable GA (est.)
API AvailableYesYes
Released Date2024-10-112025-08-21

API Pricing Comparison

Input Price per Million Tokens

Inflection 3 Productivity

$2.50

DeepSeek V3.1

$0.25

Output Price per Million Tokens

Inflection 3 Productivity

$10.00

DeepSeek V3.1

$0.95

๐Ÿ’ก Cost Ratio: DeepSeek V3.1 is 10.0x cheaper per input token than Inflection 3 Productivity.

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 (0โ€“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
87.4%vs80.0%+7.4% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
DeepSeek V3.1
HumanEvalPython coding & logic synthesis
86.6%vs78.2%+8.4% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
DeepSeek V3.1
MATHComplex mathematical problem solving
67.8%vs55.4%+12.4% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
DeepSeek V3.1
GPQAGraduate-level expert reasoning
49.2%vs40.8%+8.4% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
DeepSeek V3.1
HellaSwagCommonsense reasoning and inference
88.4%vs83.0%+5.4% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
DeepSeek V3.1
MT-BenchMulti-turn conversation flow quality
9.1%vs8.6%+0.5% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
DeepSeek V3.1

Inflection 3 Productivity Quirks & Gotchas

No developer gotchas reported.

DeepSeek V3.1 Quirks & Gotchas

No developer gotchas reported.

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