TNSA

November 2025

Chat Model

NGen 3.5 Max

The strongest NGen 3.5 conversational model for high-accuracy enterprise reasoning and multimodal work.

NGen 3.5 Max

Overview

NGen 3.5 Max represents the highest-capability tier of the NGen 3.5 family. It is built for enterprise applications that require stronger accuracy across knowledge, reasoning, coding, and multimodal intelligence.

Context & Specs

Context Length

262,144 tokens

Multimodal

Native support

Model Priority

Maximum 3.5-series capability

Pricing

Rs 0.79 input / Rs 1.18 output per 1K tokens

Key Capabilities

  • Maximum performance and capability across the NGen 3.5 benchmark profile.
  • Advanced vision intelligence with multimodal understanding.
  • Superior reasoning and mathematical problem solving for complex workflows.
  • Enterprise-grade alignment and instruction following.

Availability

Served from TNSA’s Indian regions.

  • India flag

    India South

    in-south

  • India flag

    India Central

    in-central

  • United States flag

    US East-1

    Not available

NGen 3 Series Reasoning & Knowledge

Zero-shot performance of the NGen 3.9 and 3.5 series.

  • NGen 3.9 Max
  • NGen 3.9 Pro
  • NGen 3.5 Max
  • NGen 3.5 Pro
  • OpenAI o3-mini
  • OpenAI o4-mini
  • DeepSeek R1 0528

Advanced Text & Reasoning

Comparing NGen 4 and NGen 3 series against Qwen3, DeepSeek, and Llama 4.

  • NGen 4 Pro
  • NGen 4 Mini
  • NGen 3.9 Max
  • NGen 3.9 Pro
  • NGen 3.5 Max
  • Qwen3 30B A3B
  • DeepSeek R1 0528
  • Llama 4 Maverick

Logic & Mathematical Reasoning

Frontier performance on AIME 25 and HMMT 25 benchmarks.

  • NGen 4 Pro
  • NGen 4 Mini
  • NGen 3.9 Max
  • NGen 3.5 Max
  • Qwen3 4B (2507)
  • Qwen3 4B Think

Advanced Engineering & Coding

Comparative analysis on LiveCodeBench and CFEval.

  • NGen 4 Pro
  • NGen 4 Mini
  • NGen 3.9 Max
  • NGen 3.5 Max
  • DeepSeek R1 0528
  • Llama 4 Maverick

Vision & Multimodal Intelligence

NGen 4 and NGen 3.5 series compared with Gemini 2.5 Flash and GPT-5 Nano.

  • NGen 4 Pro
  • NGen 4 Mini
  • NGen 3.5 Max
  • NGen 3.5 Pro
  • Gemini 2.5 Flash-Lite
  • GPT-5 Nano

Text, Reasoning & Coding Benchmarks

CategoryBenchmarkScoreIndustry Avg.
KnowledgeMMLU-Pro75.881.2
ReasoningGPQA71.268.4
ReasoningAIME 2589.170.9
CodingLiveCodeBench62.557.4
AlignmentArena-Hard v241.836.3

Vision & Multimodal Benchmarks

CategoryBenchmarkScoreIndustry Avg.
STEMMMMU (Val)75.674.1
MathMathVista83.281.4
OCRDocVQA95.695.3
VideoMVBench74.769
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