Thoughts on AI, technology, and the future we're building.
New posts every week
Thoughts on AI, technology, and the future we're building.
New posts every week
A model-level benchmark profile for Olmo 3 32b Think, combining Arena category ranks, suite indexes, commercial price and speed data, SWE-bench status, and lab context.
Lab
Ai2
Open weights
Coverage
11%
1 of 9 tracked signals
Best Arena rank
#233
Text Arena
Best suite
#200
Reasoning / 62
Model profile
This view treats missing values as coverage gaps, then puts every available score, rank, cost, and speed signal into the same visual hierarchy.
Analyst view
Its best composite result is rank #200 in the reasoning view, with a 62 reasoning proxy. The strongest raw Arena signal is Text Arena at rank #233 with 5,945 public votes.
Best current lane
Reasoning
#200 / 62 reasoning proxy
Strongest raw signal
Text
#233, 1305 score
Commercial posture
Not listed
Not listed first token / Not listed
Coverage gaps
Profile completeness
Arena categories
1/5
Text
Commercial match
Live
Olmo 3 32B Think
SWE-bench
Not listed
No confident software benchmark row
Raw identifier
olmo-3-32b-think
Performance cockpit
Arena rows show score, public rank, confidence interval, vote count, and publish date. Missing rows stay visible as coverage gaps.
Text Arena
Arena category
1297-1314 CI
WebDev Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
Vision Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
Search Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
Document Arena
Arena category
Not listed
No confident public Arena row for this category.
Coverage gap
SWE-bench Verified
Software issue resolution
Not listed
No confident SWE-bench row matched to this model.
Coverage gap
Cost and speed
Price, latency, and throughput are only shown when a confident commercial source row is matched.
Blended price
Not listed
USD / 1M tokens
Input price
Not listed
USD / 1M input tokens
Output price
Not listed
USD / 1M output tokens
Latency
Not listed
Median time to first token
Output speed
Not listed
Median generation speed
Matched source row
Olmo 3 32B ThinkSuite position
These views combine available public signals into purpose-specific indexes. A missing card means the model lacks enough source coverage for that lens.
Value
Quality, price, latency, and output speed
Not listed
Not enough matched source rows for this composite view.
Coding
Code Arena, SWE-bench, and output speed
Not listed
Not enough matched source rows for this composite view.
Agents
Search, documents, code, and latency
Not listed
Not enough matched source rows for this composite view.
Reasoning
Text, documents, vision, and mode signal
reasoning proxy
Long context
Document, search, and text benchmark proxy
context proxy
Lab context
Same-lab models make it easier to see whether this profile is a flagship, value play, specialist, or lower-coverage row.
Molmo 2 8b
molmo-2-8b
Best rank
#100
Coverage
22%
Olmo 3.1 32b Instruct
olmo-3.1-32b-instruct
Best rank
#198
Coverage
11%
Llama 3.1 Tulu 3 70b
llama-3.1-tulu-3-70b
Best rank
#249
Coverage
11%
Olmo 3.1 32b Think
olmo-3.1-32b-think
Best rank
#251
Coverage
11%
Olmo 2 0325 32b Instruct
olmo-2-0325-32b-instruct
Best rank
#271
Coverage
11%
Llama 3.1 Tulu 3 8b
llama-3.1-tulu-3-8b
Best rank
#290
Coverage
11%
Olmo 7b Instruct
olmo-7b-instruct
Best rank
#353
Coverage
11%
