GitHub[220K]Try OpenCode

Model Data

See which models are winning real usage, how the mix is shifting, and what that means for cost.

As of October 25, 2026, DeepSeek V4.1 Flash led OpenCode usage over the past 7 days with 112T tokens, followed by MiniMax-M3.1-Flash (37T) and GLM-5.3-Flash (8.5T).

Top Models. Usage of models across OpenCode.

Stacked top model usage chart
Datedeepseek-v4.1-flashminimax-m3.1-flashglm-5.3-flashmuse-spark-1.3-contributormimo-v2.6-flashbeam-1.0-501b-a23bnemotron-3-ultranemotron-3.5-super-vldeepseek-v4.1-flash-1017Othertotal
AUG 310B0B669B0B0B0B378B0B0B9.4T10T
SEP 10B0B695B0B0B0B368B0B0B9.5T11T
SEP 20B0B581B117B0B0B412B0B0B9.3T10T
SEP 30B0B538B3.3T0B0B388B0B0B8.0T12T
SEP 40B0B485B4.4T0B0B398B0B0B7.3T13T
SEP 50B0B364B4.6T0B0B414B0B0B5.9T11T
SEP 60B0B343B4.6T0B0B390B0B0B5.7T11T
SEP 70B0B516B4.5T0B0B426B0B0B6.8T12T
SEP 80B0B506B4.6T0B0B318B0B0B7.0T12T
SEP 90B0B546B5.7T0B0B322B0B0B6.7T13T
SEP 103.0T0B603B5.9T0B0B336B0B0B6.5T16T
SEP 115.0T0B468B5.2T0B0B272B0B0B5.1T16T
SEP 125.4T0B400B5.5T0B0B410B0B0B4.7T16T
SEP 135.6T0B403B4.4T0B0B311B0B0B4.6T15T
SEP 146.5T0B624B5.0T0B0B307B0B0B5.5T18T
SEP 157.5T0B635B5.1T0B0B306B0B0B5.6T19T
SEP 168.2T0B596B5.3T0B0B391B0B0B5.6T20T
SEP 178.8T0B566B5.9T0B0B438B0B0B5.1T21T
SEP 188.2T0B0B5.9T0B0B541B0B0B4.8T19T
SEP 196.5T0B380B4.7T0B0B515B0B0B4.1T16T
SEP 206.9T0B426B4.8T0B0B503B0B0B4.2T17T
SEP 218.9T0B566B5.4T32B0B489B0B0B4.9T20T
SEP 228.0T0B506B5.7T941B0B507B0B0B4.8T20T
SEP 237.0T1.5T446B5.8T1.2T0B307B0B0B4.3T21T
SEP 246.2T6.8T402B5.4T1.2T0B398B0B0B4.1T25T
SEP 254.6T9.0T370B5.1T1.3T0B642B0B0B2.7T24T
SEP 264.3T7.9T309B5.1T1.2T0B731B0B0B1.8T21T
SEP 274.4T8.3T299B5.1T1.2T0B663B0B0B1.9T22T
SEP 286.3T8.7T413B5.5T1.5T0B634B0B0B2.9T26T
SEP 296.5T9.6T408B5.3T1.5T0B465B0B0B2.6T26T
SEP 305.8T10T389B4.8T1.5T0B459B0B0B2.4T25T
OCT 15.0T9.7T300B4.6T1.4T0B524B0B0B1.9T23T
OCT 24.9T9.0T277B4.4T1.4T0B536B0B0B1.9T22T
OCT 34.5T8.3T245B5.0T1.3T0B577B0B0B1.7T22T
OCT 44.6T8.9T253B5.2T1.3T0B650B0B0B1.7T23T
OCT 55.6T9.9T327B5.8T1.5T0B564B0B0B2.0T26T
OCT 66.0T5.8T335B6.1T2.2T0B516B0B0B2.6T24T
OCT 75.9T3.9T361B5.8T2.4T0B578B0B0B2.6T22T
OCT 86.6T3.7T381B5.9T2.4T0B588B0B0B2.8T22T
OCT 97.4T3.5T391B5.6T1.8T0B640B0B0B3.2T23T
OCT 107.3T3.3T352B5.8T1.5T0B681B0B0B3.3T22T
OCT 116.7T3.0T317B5.8T1.3T0B732B0B0B2.8T21T
OCT 129.4T3.1T485B5.9T1.6T0B705B0B0B2.7T24T
OCT 1311T3.1T462B6.1T1.6T135B657B0B0B2.7T26T
OCT 1411T3.0T474B6.1T1.6T340B659B0B0B2.4T26T
OCT 1513T2.9T489B5.7T1.8T330B476B87B0B2.2T27T
OCT 1615T2.5T758B5.3T1.6T427B42B293B0B1.6T27T
OCT 1714T2.6T1.4T1.2T1.3T836B41B374B0B1.2T23T
OCT 1813T2.2T1.2T1.1T1.4T761B510B334B0B1.0T22T
OCT 1918T4.7T1.5T1.3T1.7T822B508B335B71B1.4T30T
OCT 2019T10T1.5T1.2T1.6T679B637B331B22B1.3T37T
OCT 2119T14T1.4T1.1T1.2T626B692B307B25B1.1T40T
OCT 2218T7.5T1.5T1.1T933B817B642B291B388B960B32T
OCT 2318T162B1.4T1.1T815B1.0T539B279B551B969B24T
OCT 2415T121B833B1.0T517B722B251B140B6B1.3T19T
OCT 255.4T32B305B329B188B266B100B60B4B431B7.1T
04
muse-spark-1.3-contributor7.2T tokens
Meta-77% vs previous week
05
mimo-v2.6-flash6.9T tokens
Xiaomi-37% vs previous week
06
beam-1.0-501b-a23b5.0T tokens
Reflection+75% vs previous week
07
nemotron-3-ultra3.4T tokens
NVIDIA+9% vs previous week
08
nemotron-3.5-super-vl1.7T tokens
NVIDIA+61% vs previous week
09
deepseek-v4.1-flash-10171.1T tokens
DeepSeekNew
10
deepseek-v4-flash989B tokens
DeepSeek-58% vs previous week
11
longcat-2.5-preview879B tokens
Meituan-62% vs previous week
12
gpt-6-luna857B tokens
OpenAI-3% vs previous week
13
deepseek-v4-pro645B tokens
DeepSeek+1% vs previous week
14
iceman594B tokens
New
15
nemotron-3.5-lightning568B tokens
NVIDIA-22% vs previous week
16
mimo-v2.6-pro485B tokens
Xiaomi-17% vs previous week
17
mimo-v2.5328B tokens
Xiaomi-13% vs previous week
18
claude-haiku-5-5295B tokens
Anthropic-12% vs previous week
01
deepseek-v4.1-flash112T tokens
DeepSeek+30% vs previous week
02
minimax-m3.1-flash37T tokens
MiniMax+92% vs previous week
03
glm-5.3-flash8.5T tokens
Zhipu+61% vs previous week
04
muse-spark-1.3-contributor7.2T tokens
Meta-77% vs previous week
05
mimo-v2.6-flash6.9T tokens
Xiaomi-37% vs previous week
06
beam-1.0-501b-a23b5.0T tokens
Reflection+75% vs previous week
07
nemotron-3-ultra3.4T tokens
NVIDIA+9% vs previous week
08
nemotron-3.5-super-vl1.7T tokens
NVIDIA+61% vs previous week
09
deepseek-v4.1-flash-10171.1T tokens
DeepSeekNew
10
deepseek-v4-flash989B tokens
DeepSeek-58% vs previous week
11
longcat-2.5-preview879B tokens
Meituan-62% vs previous week
12
gpt-6-luna857B tokens
OpenAI-3% vs previous week
13
deepseek-v4-pro645B tokens
DeepSeek+1% vs previous week
14
iceman594B tokens
New
15
nemotron-3.5-lightning568B tokens
NVIDIA-22% vs previous week
16
mimo-v2.6-pro485B tokens
Xiaomi-17% vs previous week
17
mimo-v2.5328B tokens
Xiaomi-13% vs previous week
18
claude-haiku-5-5295B tokens
Anthropic-12% vs previous week
LEARN MORETOP MODELS▸

Unique Users. Daily unique OpenCode users by model.

Stacked unique user chart by model
Datedeepseek-v4.1-flashgpt-6-lunaglm-5.3-flashmimo-v2.6-flashminimax-m3.1-flashbeam-1.0-501b-a23bmuse-spark-1.3-contributorlongcat-2.5-previewdeepseek-v4-proOthertotal
AUG 310024K0000017K311K352K
SEP 10024K0000017K301K343K
SEP 20023K0002.6K016K290K332K
SEP 30024K00025K015K288K352K
SEP 40022K00029K013K264K328K
SEP 50016K00027K08.9K203K254K
SEP 60015K00028K08.8K194K246K
SEP 70021K00033K012K243K309K
SEP 80021K00035K011K232K299K
SEP 90020K00034K011K218K283K
SEP 1032K021K00035K012K220K319K
SEP 1143K017K00034K08.7K191K293K
SEP 1238K013K00031K06.0K147K235K
SEP 1339K012K00031K06.0K147K235K
SEP 1454K020K00038K09.3K196K317K
SEP 1555K020K00038K08.8K195K317K
SEP 1658K019K00038K08.5K207K331K
SEP 1768K020K00034K08.6K204K334K
SEP 1863K0000036K07.6K176K282K
SEP 1953K015K00035K06.7K148K258K
SEP 2054K016K00029K06.9K135K242K
SEP 2180K021K2.2K0038K09.6K169K320K
SEP 2266K019K41K0036K08.2K162K333K
SEP 2362K2.5K18K39K6.9K035K07.4K138K308K
SEP 2460K12K16K37K20K034K06.8K120K306K
SEP 2549K12K13K21K34K032K25.8K92K260K
SEP 2645K11K12K18K36K029K3.4K4.9K73K231K
SEP 2746K12K12K17K35K028K6.7K4.8K71K233K
SEP 2862K16K15K22K45K034K8.4K7.1K97K307K
SEP 2968K17K15K23K49K036K8.4K7.1K94K317K
SEP 3061K16K15K22K50K034K8.1K6.6K88K301K
OCT 156K15K13K22K49K033K7.5K5.9K75K277K
OCT 254K15K13K22K46K032K7.3K5.7K77K271K
OCT 346K13K11K18K41K029K6.9K4.5K68K236K
OCT 445K13K11K17K41K029K6.8K4.5K67K234K
OCT 554K17K13K21K50K035K7.9K6.1K81K284K
OCT 658K17K14K41K35K038K12K6.2K93K315K
OCT 765K18K14K42K25K039K13K6.2K100K321K
OCT 874K20K15K42K25K037K13K6.7K114K347K
OCT 988K20K15K31K24K035K13K6.4K109K341K
OCT 1080K17K13K28K22K031K12K5.3K98K307K
OCT 1173K16K11K22K19K031K12K4.8K89K278K
OCT 1299K24K16K29K20K037K14K6.7K115K360K
OCT 13102K26K16K27K19K6.7K37K13K7.1K112K367K
OCT 14107K28K16K32K18K11K36K13K7.6K107K376K
OCT 15123K29K17K42K18K8.9K35K13K8.1K105K399K
OCT 16128K27K27K42K18K11K34K15K7.5K98K408K
OCT 17121K24K31K39K18K14K11K15K6.3K81K359K
OCT 1898K21K23K28K14K12K7.9K11K5.4K62K282K
OCT 19137K32K30K36K24K13K9.8K13K7.8K86K388K
OCT 20142K33K30K35K29K12K9.3K12K7.5K83K393K
OCT 21144K34K32K27K47K12K9.4K12K7.7K86K412K
OCT 22149K34K32K24K40K14K9.4K6.5K7.7K95K411K
OCT 23152K34K32K22K4.0K16K9.7K2.8K7.2K100K379K
OCT 24122K28K25K14K2.8K13K8.2K1.8K5.8K82K303K
OCT 2574K13K12K7.6K1.2K6.3K4.9K8672.7K38K161K

Weekly Retention. Weekly users returning the next week.

RankModelRetentionRateEligible
01mimo-v2.6-flash82.6%4.6K
02step-5-preview77.1%933
03muse-spark-1.2-contributor76.7%7.4K
04minimax-m3.1-flash76.4%10K
05kimi-k2.572.9%133
06claude-haiku-5-572.2%1.1K
07mimo-v2.570.6%23K
08hy370.1%2.9K
09muse-spark-1.3-contributor69.8%49K
10deepseek-v4.1-flash68.9%318K
11minimax-m2.568.5%219
12mimo-v2.6-pro68.1%4.1K
13deepseek-v4-flash67.2%194K
14gpt-6-luna66.7%6.5K
15longcat-2.066.6%772
LEARN MORETOP MODELS▸

Session Cost. Average cost per session.

COST / SESSION

TOKENS / SESSION

Cost/Session$0.0183

Tokens/Session1.6M

LEARN MORESESSION COST▸

Token Cost. Price per 1M tokens.

Input$0.12

Output$0.42

Cached$0.03

LEARN MORETOKEN COST▸

Cache Ratio. Share of input tokens served from cache.

Cache Ratio96%

Cached4.7T

Uncached188.5B

LEARN MORECACHE RATIO▸

Market Share. Compare token share by model author.

Market share by model author
DateDeepSeekMetaMiniMaxXiaomiZhipuNVIDIAOtherMeituanReflection
AUG 3145.6%20.4%0.6%17.2%7.1%4.8%4.1%0.2%0.0%
SEP 144.8%21.5%0.6%16.8%7.3%4.6%4.1%0.2%0.0%
SEP 243.1%24.3%0.6%16.5%6.2%5.0%4.1%0.2%0.0%
SEP 334.8%39.4%0.5%12.9%4.9%4.1%3.3%0.2%0.0%
SEP 428.6%43.6%0.4%13.9%4.2%4.2%4.9%0.2%0.0%
SEP 528.3%47.7%0.3%10.6%3.5%4.9%4.7%0.1%0.0%
SEP 628.3%48.0%0.3%10.8%3.4%4.7%4.5%0.1%0.0%
SEP 730.4%43.0%0.4%11.6%4.6%4.2%5.5%0.1%0.0%
SEP 831.2%43.1%0.5%12.1%4.5%3.1%5.5%0.1%0.0%
SEP 927.8%48.0%0.4%11.3%4.4%3.0%5.0%0.1%0.0%
SEP 1040.1%39.7%0.3%10.3%3.9%2.5%3.0%0.1%0.0%
SEP 1148.9%35.7%0.3%8.1%3.1%2.0%1.9%0.1%0.0%
SEP 1250.3%36.4%0.2%5.9%2.6%3.0%1.6%0.0%0.0%
SEP 1354.6%31.9%0.2%6.5%2.8%2.3%1.6%0.0%0.0%
SEP 1453.7%30.7%0.3%7.6%3.7%1.9%2.0%0.0%0.0%
SEP 1555.7%29.3%0.3%7.1%3.5%2.1%2.0%0.0%0.0%
SEP 1656.6%28.8%0.3%6.5%3.2%2.3%2.3%0.0%0.0%
SEP 1755.9%30.2%0.2%4.8%2.9%2.5%3.5%0.0%0.0%
SEP 1857.2%32.5%0.2%4.8%0.2%3.2%1.8%0.0%0.0%
SEP 1955.4%31.7%0.2%4.9%2.5%3.4%1.9%0.0%0.0%
SEP 2056.3%30.8%0.2%4.9%2.7%3.2%1.8%0.0%0.0%
SEP 2158.3%29.1%0.2%4.9%3.0%2.6%1.9%0.0%0.0%
SEP 2254.3%29.9%0.2%8.5%2.7%2.7%1.7%0.0%0.0%
SEP 2348.4%30.7%7.4%7.8%2.3%1.7%1.6%0.0%0.0%
SEP 2437.1%23.9%28.0%6.0%1.8%1.8%1.4%0.0%0.0%
SEP 2527.0%22.6%37.9%6.6%1.7%2.8%1.4%0.0%0.0%
SEP 2624.7%24.5%37.1%6.6%1.5%3.6%1.4%0.7%0.0%
SEP 2723.9%23.8%38.1%6.5%1.5%3.2%1.3%1.7%0.0%
SEP 2830.0%21.6%33.8%6.7%1.7%2.7%1.4%2.1%0.0%
SEP 2929.8%20.4%36.5%6.6%1.7%1.9%1.1%2.1%0.0%
SEP 3027.5%19.2%39.8%6.7%1.7%1.9%1.0%2.2%0.0%
OCT 125.0%19.9%41.7%6.8%1.4%2.4%1.0%1.8%0.0%
OCT 225.4%20.1%40.1%7.2%1.4%2.6%1.8%1.4%0.0%
OCT 323.8%23.2%38.5%6.9%1.2%2.9%2.2%1.4%0.0%
OCT 422.9%23.2%39.3%6.6%1.2%3.2%2.2%1.2%0.0%
OCT 524.5%22.8%38.7%6.6%1.4%2.5%2.4%1.1%0.0%
OCT 630.0%26.1%24.7%10.3%1.6%2.5%3.2%1.6%0.0%
OCT 732.8%27.2%18.2%11.8%1.8%3.1%3.3%1.7%0.0%
OCT 834.5%26.6%16.7%11.6%1.9%3.0%4.2%1.6%0.0%
OCT 937.5%25.0%15.8%8.4%1.9%3.3%6.6%1.6%0.0%
OCT 1036.9%26.1%15.1%7.4%1.7%3.5%7.8%1.4%0.0%
OCT 1136.1%28.4%14.6%6.9%1.7%4.1%7.0%1.3%0.0%
OCT 1243.2%25.0%13.2%7.5%2.2%3.6%4.1%1.2%0.0%
OCT 1345.7%24.1%12.4%7.0%2.0%3.2%4.1%1.0%0.5%
OCT 1445.4%23.8%11.8%6.9%2.0%3.2%4.3%1.3%1.3%
OCT 1548.8%21.5%11.0%7.3%2.0%2.7%4.1%1.4%1.2%
OCT 1655.3%19.5%9.2%6.6%2.9%1.4%2.2%1.4%1.6%
OCT 1762.3%5.4%11.4%6.0%6.3%2.0%1.3%1.7%3.7%
OCT 1861.6%5.1%10.4%7.1%5.5%4.0%1.2%1.5%3.5%
OCT 1960.8%4.3%15.6%6.1%5.1%3.1%1.3%1.1%2.7%
OCT 2053.2%3.3%28.1%4.6%4.2%2.9%1.0%0.9%1.8%
OCT 2148.2%2.7%36.3%3.4%3.7%2.8%0.9%0.4%1.6%
OCT 2258.3%3.5%23.3%3.3%4.8%3.2%1.1%0.0%2.5%
OCT 2375.4%4.7%0.8%3.9%5.7%3.7%1.5%0.1%4.2%
OCT 2476.0%5.3%0.9%3.3%4.5%2.3%3.9%0.2%3.7%
OCT 2576.8%4.7%0.6%3.2%4.4%2.5%3.8%0.2%3.8%
  1. 01DeepSeek5.5T tokens76.8%
  2. 02Meta333B tokens4.7%
  3. 03Zhipu315B tokens4.4%
  5. 05Reflection266B tokens3.8%
  6. 06Xiaomi229B tokens3.2%
  7. 07NVIDIA177B tokens2.5%
  8. 08MiniMax46B tokens0.6%
  9. 09Meituan11B tokens0.2%

[*]OCT 25 2026

LEARN MOREMARKET SHARE▸

Geographic Breakdown

LEARN MOREGEO BREAKDOWN▸

Methodology. How this data is collected.

Updates
Aggregated every hour. Days and weeks use UTC.
Tokens
Input, output, reasoning, and cached tokens for each request.
Users and sessions
Approximate counts of distinct users and OpenCode sessions.
Cost
Session cost is the average cost per OpenCode session. Token prices are list prices from the OpenCode model catalog.
Retention
The share of a model's users in one week who use it again the next week.
Citation
Cite OpenCode Data (opencode.ai/data) with the update time shown at the top of the page.

Model Comparisons. Popular model pairs from the leaderboard.