Benchmark suiteLatest source data: Jul 14, 2026Checked: July 16, 2026

Meta benchmarks.

A lab-level profile for Meta, covering tracked models, category leaders, open/proprietary mix, speed, value, source coverage, and portfolio depth.

Lab rank

#23

By available Arena average

Models tracked

21

0 open-weight models

Portfolio coverage

17%

Average matched benchmark signals

Fastest model

0.90s

Muse Spark 1.1

Lab profile

Portfolio shape, leaders, and model coverage.

The lab page now starts with the portfolio read, then drills into category leaders, value rankings, and model-level coverage rather than repeating source panels.

Portfolio read

Meta has 21 tracked benchmark profiles.

Lab #23

The portfolio combines 21 proprietary models and 0 open-weight models. Its average available Arena rank is 208.1, with a best category rank of #6. Average profile coverage is 17%, so model-level gaps remain visible in the cards below.

Best Arena model

Muse Spark

Best category rank #6

Highest coverage

Muse Spark 1.1

56% matched signals

Fastest response

Muse Spark 1.1

0.90s first token

Access mix

Open versus proprietary

Proprietary

21 / 100%

Open weights

0 / 0%

Value leader

Muse Spark 1.1

Category leaders

Best model by benchmark lens.

Each card shows the highest-ranked model from this lab in a composite benchmark suite, with the global rank and index left intact.

Meta value ranking table

Models from this lab with both quality and commercial price matches.

Top 2 of 2

#9
Muse Spark 1.1

muse-spark-1.1

MetaProprietary
84value index
Price
$2.00blended / 1M tokens
Latency
0.90stime to first token
Speed
129 tok/soutput speed
Quality
90quality signal
ArenaArtificial Analysis
#119
Llama 2 7b Chat

llama-2-7b-chat

MetaProprietary
52value index
Price
$0.100blended / 1M tokens
Latency
1.24stime to first token
Speed
113 tok/soutput speed
Quality
25quality signal
ArenaArtificial Analysis

Model portfolio

Meta model coverage map.

Every tracked model keeps its best Arena rank, coverage score, commercial metrics, and suite placement visible in one scannable grid.

Muse Spark 1.1

muse-spark-1.1

Proprietary

Coverage

56%

Best Arena

#6

Text

Value

#9

value index

Coding

#18

coding index

Latency

0.90s

129 tok/s

$2.00

Muse Spark

muse-spark

Proprietary

Coverage

33%

Best Arena

#6

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 4 Maverick 17b 128e Instruct

llama-4-maverick-17b-128e-instruct

Proprietary

Coverage

22%

Best Arena

#88

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 4 Scout 17b 16e Instruct

llama-4-scout-17b-16e-instruct

Proprietary

Coverage

22%

Best Arena

#95

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.2 Vision 90b Instruct

llama-3.2-vision-90b-instruct

Proprietary

Coverage

11%

Best Arena

#116

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.2 Vision 11b Instruct

llama-3.2-vision-11b-instruct

Proprietary

Coverage

11%

Best Arena

#127

Vision

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.1 405b Instruct Bf16

llama-3.1-405b-instruct-bf16

Proprietary

Coverage

11%

Best Arena

#203

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.1 405b Instruct Fp8

llama-3.1-405b-instruct-fp8

Proprietary

Coverage

11%

Best Arena

#205

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.3 70b Instruct

llama-3.3-70b-instruct

Proprietary

Coverage

11%

Best Arena

#223

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.1 70b Instruct

llama-3.1-70b-instruct

Proprietary

Coverage

11%

Best Arena

#249

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3 70b Instruct

llama-3-70b-instruct

Proprietary

Coverage

11%

Best Arena

#263

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3 8b Instruct

llama-3-8b-instruct

Proprietary

Coverage

11%

Best Arena

#294

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.1 8b Instruct

llama-3.1-8b-instruct

Proprietary

Coverage

11%

Best Arena

#301

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 2 70b Chat

llama-2-70b-chat

Proprietary

Coverage

11%

Best Arena

#325

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.2 3b Instruct

llama-3.2-3b-instruct

Proprietary

Coverage

11%

Best Arena

#327

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 2 13b Chat

llama-2-13b-chat

Proprietary

Coverage

11%

Best Arena

#340

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Codellama 34b Instruct

codellama-34b-instruct

Proprietary

Coverage

11%

Best Arena

#345

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Codellama 70b Instruct

codellama-70b-instruct

Proprietary

Coverage

11%

Best Arena

#352

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 3.2 1b Instruct

llama-3.2-1b-instruct

Proprietary

Coverage

11%

Best Arena

#356

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed

Llama 2 7b Chat

llama-2-7b-chat

Proprietary

Coverage

44%

Best Arena

#358

Text

Value

#119

value index

Coding

#110

coding index

Latency

1.24s

113 tok/s

$0.100

Llama 13b

llama-13b

Proprietary

Coverage

11%

Best Arena

#373

Text

Value

Not listed

No price match

Coding

Not listed

No coding index

Latency

Not listed

Not listed

Not listed