SSyncDev

AI model comparison

Llama 3.1 405B vs O4 Mini@Westus3

Compare recorded price, context, output limits, speed, latency, capabilities, and input/output support. Every missing value stays visible, and unsourced benchmarks are excluded.

This Llama 3.1 405B vs O4 Mini@Westus3 comparison is designed for teams choosing between two production model records, not for declaring a universal winner. Llama 3.1 405B by Meta currently records 128K context, 4.1K maximum output, $3.50 input per 1M tokens, $3.50 output per 1M tokens, 30 t/s recorded output speed, 0.70s recorded time to first token. O4 Mini@Westus3 by Azure via Requesty records 200K context, 100K maximum output, $1.10 input per 1M tokens, $4.40 output per 1M tokens. The tables below separate documented capabilities, commercial limits, directory measurements, and source-linked benchmark evidence so you can see where the data is complete and where independent testing is still required.

Side-by-sideSpecs and pricing, compared

Meta

Llama 3.1 405B

Meta's largest open-weights model, competitive with frontier closed models.

Context
128K
Max output
4.1K
Input / 1M
$3.50
Output / 1M
$3.50
Output speed
30 t/s

Accepts

  • Text input

Produces

  • Text output
Full model profileVendor docs ↗
VS

Azure via Requesty

O4 Mini@Westus3

o4-mini is OpenAI's most recent small reasoning model, providing high intelligence at the same cost and latency targets of o1-mini. o3-mini also supports key developer features, like Structured Outputs, function calling, Batch API, and more. Like other models in the o-series, it is designed to excel at science, math, and coding tasks.

Context
200K
Max output
100K
Input / 1M
$1.10
Output / 1M
$4.40
Output speed
—

Accepts

  • Text input

Produces

  • Text output
Full model profileVendor docs ↗

At a glance

Decision snapshot

This is a directional summary of the values recorded in this directory—not a universal quality verdict. Test the finalists on your own prompts before committing.

Where Llama 3.1 405B leads in recorded data

  • Output price: $3.50

Where O4 Mini@Westus3 leads in recorded data

  • Context capacity: 200K
  • Maximum output: 100K
  • Input price: $1.10

Context capacity

Higher listed limit

Llama 3.1 405B:128K

O4 Mini@Westus3:200K

O4 Mini@Westus3

Maximum output

Higher listed limit

Llama 3.1 405B:4.1K

O4 Mini@Westus3:100K

O4 Mini@Westus3

Input price

Lower recorded price

Llama 3.1 405B:$3.50

O4 Mini@Westus3:$1.10

O4 Mini@Westus3

Output price

Lower recorded price

Llama 3.1 405B:$3.50

O4 Mini@Westus3:$4.40

Llama 3.1 405B

Output speed

Higher recorded throughput

Llama 3.1 405B:30 t/s

O4 Mini@Westus3:—

No complete comparison

Time to first token

Lower recorded latency

Llama 3.1 405B:0.70s

O4 Mini@Westus3:—

No complete comparison

Intelligence Index

Higher directory index

Llama 3.1 405B:74.0

O4 Mini@Westus3:—

No complete comparison

Evidence

Verified shared benchmarks

A score appears only when both records include a verified source. It is not treated as a universal ranking.

These two models haven't been measured on the same benchmark yet, so there's nothing meaningful to chart. Comparing scores from different tests would tell you more about the tests than the models — the specs and pricing above are the better guide here.

Specifications

Pricing, limits and capabilities

SpecificationLlama 3.1 405BO4 Mini@Westus3
ProviderMetaAzure via Requesty
Model familyLlama 3.1—
Accepted inputstexttext
Produced outputstexttext
Context window128K200KRecorded lead
Max output4.1K100KRecorded lead
Intelligence Index74.0—
Input price / 1M$3.50$1.10Recorded lead
Output price / 1M$3.50Recorded lead$4.40
Output speed30 t/s—
Time to first token0.70s—
Reasoning modeNot documentedDocumented
Tool callingDocumentedDocumented
Image inputNot documentedNot documented
Audio inputNot documentedNot documented
Structured outputDocumentedDocumented
LicenseOpen weightsNot documented
ReleasedJul 23, 2024Not documented

Workload guidance

Which model should you choose?

Llama 3.1 405B currently leads on lower recorded output price. O4 Mini@Westus3 currently leads on larger context, larger maximum output, lower recorded input price. Choose according to the constraints that matter to your workload, then run the same representative prompts against both models before making a production commitment. Neither the larger number nor the lower price is automatically the better choice: prompt quality, tool reliability, modality support, rate limits, data policy, and provider implementation can change the result. Use this page to build a shortlist, confirm current terms in the linked sources, and validate quality, latency, and cost with your own traffic.

Provenance

Sources and data limits

Prices and hosted performance can change. SyncDev records source references and clearly separates documented specifications from measured values; confirm commercial terms with the provider before deployment.

Questions people ask

It compares recorded context and output limits, token prices, output speed, time to first token, Intelligence Index, modality support, tool and structured-output capabilities, release information, and only source-linked benchmarks verified on both records. Missing information is labeled rather than inferred.

Compare a different pair

Choose any two approved model records and review them with the same evidence rules.

Open model comparison