AI model comparison

Granite 4.0 Micro vs Llama 3.1 8B Instruct

Pricing, context window, benchmarks, and features compared side by side. Or skip the guesswork and send one prompt to both.

Granite-4.0-H-Micro is a 3B parameter from the Granite 4 family of models. These models are the latest in a series of models released by IBM.

Input / 1M
$0.02
Output / 1M
$0.11
Context
131K

Meta's latest class of model (Llama 3.1) launched with a variety of sizes & flavors. This 8B instruct-tuned version is fast and efficient.

Input / 1M
$0.05
Output / 1M
$0.08
Context
131K

At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

ibm-granite logo

Granite 4.0 Micro

1.6x cheaper for a typical chat

Higher intelligence score

meta-llama logo

Llama 3.1 8B Instruct

6.9 vs 5.1 on Artificial Analysis

Larger context window

meta-llama logo

Llama 3.1 8B Instruct

131K vs 131K tokens

Newer release

ibm-granite logo

Granite 4.0 Micro

Released October 20, 2025

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

ibm-granite logoGranite 4.0 Micro5.1
meta-llama logoLlama 3.1 8B Instruct6.9

Coding index

ibm-granite logoGranite 4.0 MicroNot available
meta-llama logoLlama 3.1 8B Instruct5.4

Agentic index

ibm-granite logoGranite 4.0 MicroNot available
meta-llama logoLlama 3.1 8B InstructNot available

Pricing

Granite 4.0 Micro vs Llama 3.1 8B Instruct API pricing

Per-token API rates. Cheaper option highlighted.

Metricibm-granite logoGranite 4.0 Micrometa-llama logoLlama 3.1 8B Instruct
Input tokensPer 1M tokens$0.02$0.05
Output tokensPer 1M tokens$0.11$0.08
Cached input (read)Per 1M tokensNot available$0.03
Cache writePer 1M tokensNot availableNot available

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

ibm-granite logoGranite 4.0 Micro$0.09
meta-llama logoLlama 3.1 8B Instruct$0.14

Coding task

30K in, 4K out

ibm-granite logoGranite 4.0 Micro$0.96
meta-llama logoLlama 3.1 8B Instruct$1.82$1.07 cached

Long document summary

150K in, 2K out

ibm-granite logoGranite 4.0 Micro$2.77
meta-llama logoLlama 3.1 8B Instruct$7.66$3.91 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metricibm-granite logoGranite 4.0 Micrometa-llama logoLlama 3.1 8B Instruct
Context window131K tokens131K tokens
Max output118K tokens118K tokens
Input typesTextText
Output typesTextText
Reasoning effort levelsNot availableNot available
Default reasoning effortNot availableNot available
Release dateOctober 20, 2025July 23, 2024

Features

Supported features

API features available for each model.

Metricibm-granite logoGranite 4.0 Micrometa-llama logoLlama 3.1 8B Instruct
Tool callingNot supportedSupported
Structured outputsNot supportedSupported
JSON modeSupportedSupported
ReasoningNot supportedNot supported
TemperatureSupportedSupported
Stop sequencesSupportedSupported
Deterministic seedSupportedSupported
Verbosity controlNot supportedNot supported

Our take

Granite 4.0 Micro is 1.6x cheaper for a typical chat. Llama 3.1 8B Instruct scores higher on the Artificial Analysis Intelligence Index (6.9 vs 5.1). Llama 3.1 8B Instruct has the larger context window (131K vs 131K tokens). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is Granite 4.0 Micro or Llama 3.1 8B Instruct cheaper?

Granite 4.0 Micro is cheaper for a typical chat (2K input tokens and 500 output tokens). Granite 4.0 Micro costs $0.02 per 1M input tokens and $0.11 per 1M output tokens, while Llama 3.1 8B Instruct costs $0.05 per 1M input tokens and $0.08 per 1M output tokens.

Which has a bigger context window, Granite 4.0 Micro or Llama 3.1 8B Instruct?

Llama 3.1 8B Instruct supports up to 131K tokens of context, compared with 131K for Granite 4.0 Micro.

Is Granite 4.0 Micro smarter than Llama 3.1 8B Instruct?

On the Artificial Analysis Intelligence Index, Granite 4.0 Micro scores 5.1 and Llama 3.1 8B Instruct scores 6.9, putting Llama 3.1 8B Instruct ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use Granite 4.0 Micro and Llama 3.1 8B Instruct at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Granite 4.0 Micro and Llama 3.1 8B Instruct answer side by side and keep the better response.

ibm-granite logometa-llama logo

Why choose? Ask both.

Send one prompt to Granite 4.0 Micro and Llama 3.1 8B Instruct at the same time. Compare the answers side by side and keep the best one.