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Granite 4.1 8B vs Nano Banana 2 (Gemini 3.1 Flash Image)

Detailed technical comparison between Granite 4.1 8B (IBM) and Nano Banana 2 (Gemini 3.1 Flash Image) (Google). 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

Granite 4.1 8B: 0 WinsvsNano Banana 2 (Gemini 3.1 Flash Image): 0 Wins
Context Leader

Tie

Equal Capacity
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

Granite 4.1 8B

$0.05 / MTok
IBMactive

Granite 4.1 8B

Granite 4.1 8B is a dense, decoder-only 8-billion-parameter language model from IBM, part of the Granite 4.1 family. It supports a 131K-token context window and is designed for enterprise tasks...

View Granite 4.1 8B Full Specs β†’
Googleactive

Nano Banana 2 (Gemini 3.1 Flash Image)

Gemini 3.1 Flash Image, a.k.a. "Nano Banana 2," is Google’s latest state of the art image generation and editing model, delivering Pro-level visual quality at Flash speed. It combines advanced...

View Nano Banana 2 (Gemini 3.1 Flash Image) Full Specs β†’

Technical Specifications

πŸ† = Superior Spec
SpecificationGranite 4.1 8BNano Banana 2 (Gemini 3.1 Flash Image)
ProviderIBMGoogle
Context Window131,072 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-302026-06-18

API Pricing Comparison

Input Price per Million Tokens

Granite 4.1 8B

$0.05

Nano Banana 2 (Gemini 3.1 Flash Image)

$0.50

Output Price per Million Tokens

Granite 4.1 8B

$0.10

Nano Banana 2 (Gemini 3.1 Flash Image)

$3.00

πŸ’‘ Cost Ratio: Granite 4.1 8B is 10.0x cheaper per input token than Nano Banana 2 (Gemini 3.1 Flash Image).

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
75.4%vs75.4%+0.0% Nano Banana 2 (Gemini 3.1 Flash Image)
Granite 4.1 8B
Nano Banana 2 (Gemini 3.1 Flash Image)
HumanEvalPython coding & logic synthesis
71.6%vs71.6%+0.0% Nano Banana 2 (Gemini 3.1 Flash Image)
Granite 4.1 8B
Nano Banana 2 (Gemini 3.1 Flash Image)
MATHComplex mathematical problem solving
41.4%vs41.4%+0.0% Nano Banana 2 (Gemini 3.1 Flash Image)
Granite 4.1 8B
Nano Banana 2 (Gemini 3.1 Flash Image)
GPQAGraduate-level expert reasoning
28.8%vs28.8%+0.0% Nano Banana 2 (Gemini 3.1 Flash Image)
Granite 4.1 8B
Nano Banana 2 (Gemini 3.1 Flash Image)
HellaSwagCommonsense reasoning and inference
76.0%vs76.0%+0.0% Nano Banana 2 (Gemini 3.1 Flash Image)
Granite 4.1 8B
Nano Banana 2 (Gemini 3.1 Flash Image)
MT-BenchMulti-turn conversation flow quality
7.9%vs7.9%+0.0% Nano Banana 2 (Gemini 3.1 Flash Image)
Granite 4.1 8B
Nano Banana 2 (Gemini 3.1 Flash Image)

Granite 4.1 8B Quirks & Gotchas

No developer gotchas reported.

Nano Banana 2 (Gemini 3.1 Flash Image) Quirks & Gotchas

No developer gotchas reported.

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