โ† Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

Inflection 3 Productivity vs Nemotron 3 Ultra

Detailed technical comparison between Inflection 3 Productivity (Inflection) and Nemotron 3 Ultra (Nvidia). 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: 1 WinvsNemotron 3 Ultra: 5 Wins
Context Leader

Nemotron 3 Ultra

512,288 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Nemotron 3 Ultra

$0.50 / 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†’
Nvidiaactive

Nemotron 3 Ultra

NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...

View Nemotron 3 Ultra Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationInflection 3 ProductivityNemotron 3 Ultra
ProviderInflectionNvidia
Context Window8,000 tokens512,288 tokens๐Ÿ†
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelmanaged apimanaged api
Production StabilityStable GA (est.)Beta Access (est.)
API AvailableYesYes
Released Date2024-10-112026-06-04

API Pricing Comparison

Input Price per Million Tokens

Inflection 3 Productivity

$2.50

Nemotron 3 Ultra

$0.50

Output Price per Million Tokens

Inflection 3 Productivity

$10.00

Nemotron 3 Ultra

$2.20

๐Ÿ’ก Cost Ratio: Nemotron 3 Ultra is 5.0x 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%vs87.8%+0.4% Nemotron 3 Ultra
Inflection 3 Productivity
Nemotron 3 Ultra ๐Ÿ†
HumanEvalPython coding & logic synthesis
86.6%vs87.0%+0.4% Nemotron 3 Ultra
Inflection 3 Productivity
Nemotron 3 Ultra ๐Ÿ†
MATHComplex mathematical problem solving
67.8%vs68.2%+0.4% Nemotron 3 Ultra
Inflection 3 Productivity
Nemotron 3 Ultra ๐Ÿ†
GPQAGraduate-level expert reasoning
49.2%vs49.6%+0.4% Nemotron 3 Ultra
Inflection 3 Productivity
Nemotron 3 Ultra ๐Ÿ†
HellaSwagCommonsense reasoning and inference
88.4%vs85.4%+3.0% Inflection 3 Productivity
Inflection 3 Productivity ๐Ÿ†
Nemotron 3 Ultra
MT-BenchMulti-turn conversation flow quality
9.1%vs9.1%+0.0% Nemotron 3 Ultra
Inflection 3 Productivity
Nemotron 3 Ultra ๐Ÿ†

Inflection 3 Productivity Quirks & Gotchas

No developer gotchas reported.

Nemotron 3 Ultra Quirks & Gotchas

No developer gotchas reported.

Explore Other Popular Comparisons